{
  "metadata": {
    "dataset_name": "Top 200 US Subscriptions — Current Known Prices, Bank Descriptors, and Slang",
    "source_workbook": "top_200_us_subscriptions_researched_2026-06-06.xlsx",
    "generated_date": "2026-06-06",
    "price_research_date": "2026-06-06",
    "record_count": 200,
    "notes": "Generated from the researched workbook. Semicolon-delimited bank descriptors and slang fields were converted to arrays for SQLite migration."
  },
  "subscriptions": [
    {
      "rank": 1,
      "service": "Netflix",
      "category": "Video Streaming",
      "subcategory": "SVOD",
      "subscription_or_plan": "Netflix subscription",
      "us_availability": "United States",
      "website": "https://www.netflix.com/",
      "source_url": "https://www.netflix.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$8.99/mo Standard with ads; $19.99/mo Standard; $26.99/mo Premium",
      "starting_monthly_usd": 8.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; streaming plan tier",
      "price_notes": "US Netflix plan pricing; taxes may apply.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://help.netflix.com/en/node/24926",
      "bank_statement_name_variables": [
        "NETFLIX.COM",
        "NETFLIX",
        "NETFLIX.COM LOS GATOS CA",
        "NETFLIX *SUBSCRIPTION",
        "NETFLIX SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "netflix",
        "flix",
        "netflix bill",
        "nf"
      ]
    },
    {
      "rank": 2,
      "service": "Amazon Prime Video",
      "category": "Video Streaming",
      "subcategory": "SVOD / Prime benefit",
      "subscription_or_plan": "Prime Video / Amazon Prime",
      "us_availability": "United States",
      "website": "https://www.primevideo.com/",
      "source_url": "https://www.primevideo.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$8.99/mo Prime Video standalone; Amazon Prime is $14.99/mo or $139/yr; ad-free add-on listed separately",
      "starting_monthly_usd": 8.99,
      "starting_annual_usd": 139,
      "price_basis": "Public list price; standalone video and Prime membership",
      "price_notes": "Prime Video may also be included with Amazon Prime; ad-free Video add-on pricing may change.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.amazon.com/gp/help/customer/display.html?nodeId=G34EUPKVMYFW8N2U",
      "bank_statement_name_variables": [
        "AMAZON PRIME VIDEO",
        "PRIME VIDEO",
        "AMZN PRIME VIDEO",
        "AMZN DIGITAL",
        "AMAZON DIGITAL SVCS",
        "AMAZON.COM",
        "AMAZONPRIMEVIDEO",
        "PRIMEVIDEO",
        "PRIMEVIDEO.COM",
        "AMAZON PRIME VIDEO SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "prime video",
        "prime",
        "amazon video",
        "prime movies",
        "amazon prime video"
      ]
    },
    {
      "rank": 3,
      "service": "Hulu",
      "category": "Video Streaming",
      "subcategory": "SVOD / Live TV",
      "subscription_or_plan": "Hulu",
      "us_availability": "United States",
      "website": "https://www.hulu.com/",
      "source_url": "https://www.hulu.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$11.99/mo Hulu with ads; $18.99/mo Hulu no ads; Hulu + Live TV tiers higher",
      "starting_monthly_usd": 11.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; standalone Hulu plan",
      "price_notes": "Promotional and bundle prices vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.hulu.com/welcome",
      "bank_statement_name_variables": [
        "HULU",
        "HULU.COM/BILL",
        "HULU LLC",
        "DISNEY HULU",
        "HULU*SUBSCRIPTION",
        "HULU.COM",
        "HULU SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "hulu",
        "hulu live",
        "hulu bill"
      ]
    },
    {
      "rank": 4,
      "service": "Disney+",
      "category": "Video Streaming",
      "subcategory": "SVOD",
      "subscription_or_plan": "Disney+",
      "us_availability": "United States",
      "website": "https://www.disneyplus.com/",
      "source_url": "https://www.disneyplus.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$11.99/mo Disney+ Basic; $18.99/mo Disney+ Premium",
      "starting_monthly_usd": 11.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; standalone Disney+ plan",
      "price_notes": "Disney Bundle prices differ.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.disneyplus.com/",
      "bank_statement_name_variables": [
        "DISNEY PLUS",
        "DISNEYPLUS",
        "DISNEY DTC",
        "DISNEY BUNDLE",
        "DISNEYPLUS.COM",
        "DISNEY+",
        "DISNEY",
        "DISNEY+ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "disney plus",
        "disney+",
        "d plus",
        "disney bundle"
      ]
    },
    {
      "rank": 5,
      "service": "Max",
      "category": "Video Streaming",
      "subcategory": "SVOD",
      "subscription_or_plan": "Max",
      "us_availability": "United States",
      "website": "https://www.max.com/",
      "source_url": "https://www.max.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$10.99/mo Basic with Ads; $18.49/mo Standard; $22.99/mo Premium",
      "starting_monthly_usd": 10.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; streaming tier",
      "price_notes": "Formerly HBO Max; bundle pricing may differ.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.max.com/",
      "bank_statement_name_variables": [
        "MAX",
        "HBO MAX",
        "HBOMAX",
        "WARNERMEDIA",
        "WBD STREAMING",
        "MAX.COM",
        "MAX SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "max",
        "hbo max",
        "hbo",
        "hbo app"
      ]
    },
    {
      "rank": 6,
      "service": "Peacock",
      "category": "Video Streaming",
      "subcategory": "SVOD / live sports",
      "subscription_or_plan": "Peacock Premium",
      "us_availability": "United States",
      "website": "https://www.peacocktv.com/",
      "source_url": "https://www.peacocktv.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$10.99/mo Premium or $109.99/yr; $16.99/mo Premium Plus or $169.99/yr",
      "starting_monthly_usd": 10.99,
      "starting_annual_usd": 109.99,
      "price_basis": "Public list price; streaming tier",
      "price_notes": "Peacock Select and promo offers may differ.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.peacocktv.com/plans/all-monthly",
      "bank_statement_name_variables": [
        "PEACOCK",
        "PEACOCKTV",
        "NBCUNIVERSAL",
        "PEACOCK TV",
        "PEACOCKTV.COM",
        "PEACOCK SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "peacock",
        "peacock tv",
        "nbc app"
      ]
    },
    {
      "rank": 7,
      "service": "Paramount+",
      "category": "Video Streaming",
      "subcategory": "SVOD / live sports",
      "subscription_or_plan": "Paramount+",
      "us_availability": "United States",
      "website": "https://www.paramountplus.com/",
      "source_url": "https://www.paramountplus.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$8.99/mo Essential or $89.99/yr; $13.99/mo Premium/Showtime or $139.99/yr",
      "starting_monthly_usd": 8.99,
      "starting_annual_usd": 89.99,
      "price_basis": "Public list price; streaming tier",
      "price_notes": "Premium includes Showtime branding/features; offers vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.paramountplus.com/account/signup/pickplan/",
      "bank_statement_name_variables": [
        "PARAMOUNT PLUS",
        "PARAMOUNT+",
        "CBS INTERACTIVE",
        "PARAMOUNTPLUS",
        "PARAMOUNTPLUS.COM",
        "PARAMOUNT",
        "PARAMOUNT+ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "paramount plus",
        "p+",
        "pplus",
        "cbs all access",
        "paramount+"
      ]
    },
    {
      "rank": 8,
      "service": "Apple TV+",
      "category": "Video Streaming",
      "subcategory": "SVOD",
      "subscription_or_plan": "Apple TV+",
      "us_availability": "United States",
      "website": "https://tv.apple.com/",
      "source_url": "https://tv.apple.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$12.99/mo",
      "starting_monthly_usd": 12.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; Apple service",
      "price_notes": "May be bundled in Apple One.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.apple.com/apple-tv-plus/",
      "bank_statement_name_variables": [
        "APPLE.COM/BILL",
        "ITUNES.COM/BILL",
        "APPLE TV",
        "APPLE TV PLUS",
        "APPLE SERVICES",
        "APPLE TV+",
        "APPLETV",
        "APPLE TVPLUS",
        "APPLE",
        "APPLE.COM"
      ],
      "known_names_and_slang": [
        "apple tv plus",
        "apple tv",
        "atv+",
        "apple originals",
        "apple tv+"
      ]
    },
    {
      "rank": 9,
      "service": "YouTube Premium",
      "category": "Video Streaming",
      "subcategory": "Ad-free video / music bundle",
      "subscription_or_plan": "YouTube Premium",
      "us_availability": "United States",
      "website": "https://www.youtube.com/premium",
      "source_url": "https://www.youtube.com/premium",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$13.99/mo Individual; family/student plans differ",
      "starting_monthly_usd": 13.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; individual plan",
      "price_notes": "May include YouTube Music Premium.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.youtube.com/premium",
      "bank_statement_name_variables": [
        "GOOGLE *YOUTUBE",
        "YOUTUBE PREMIUM",
        "GOOGLE YOUTUBE",
        "GOOGLE SERVICES",
        "YT PREMIUM",
        "YOUTUBEPREMIUM",
        "YOUTUBE",
        "YOUTUBE.COM",
        "YOUTUBE PREMIUM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "youtube premium",
        "yt premium",
        "youtube no ads",
        "yt music bundle"
      ]
    },
    {
      "rank": 10,
      "service": "ESPN+",
      "category": "Sports Streaming",
      "subcategory": "Live sports",
      "subscription_or_plan": "ESPN+",
      "us_availability": "United States",
      "website": "https://plus.espn.com/",
      "source_url": "https://plus.espn.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$12.99/mo ESPN Select; ESPN Unlimited/Disney bundles higher",
      "starting_monthly_usd": 12.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; sports streaming plan",
      "price_notes": "ESPN+ has been rebranded/repackaged in some bundles.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://plus.espn.com/",
      "bank_statement_name_variables": [
        "ESPN PLUS",
        "ESPN+",
        "DISNEY ESPN",
        "ESPN.COM",
        "ESPN SUBSCRIPTION",
        "ESPN",
        "ESPNPLUS",
        "ESPN+ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "espn plus",
        "espn+",
        "espn select"
      ]
    },
    {
      "rank": 11,
      "service": "YouTube TV",
      "category": "Live TV Streaming",
      "subcategory": "Virtual MVPD",
      "subscription_or_plan": "YouTube TV",
      "us_availability": "United States",
      "website": "https://tv.youtube.com/",
      "source_url": "https://tv.youtube.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$82.99/mo base plan",
      "starting_monthly_usd": 82.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; live TV base plan",
      "price_notes": "Add-ons, promos, regional taxes/fees vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://tv.youtube.com/",
      "bank_statement_name_variables": [
        "GOOGLE *YOUTUBE TV",
        "YOUTUBE TV",
        "GOOGLE YT TV",
        "GOOGLE SERVICES",
        "TV.YOUTUBE",
        "YOUTUBETV",
        "YOUTUBE",
        "YOUTUBE.COM",
        "YOUTUBE TV SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "youtube tv",
        "yt tv",
        "google tv"
      ]
    },
    {
      "rank": 12,
      "service": "Sling TV",
      "category": "Live TV Streaming",
      "subcategory": "Virtual MVPD",
      "subscription_or_plan": "Sling TV",
      "us_availability": "United States",
      "website": "https://www.sling.com/",
      "source_url": "https://www.sling.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "Starts around $45.99/mo for base Sling plans",
      "starting_monthly_usd": 45.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; live TV starting package",
      "price_notes": "Orange/Blue packages and add-ons vary.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.sling.com/",
      "bank_statement_name_variables": [
        "SLING TV",
        "SLING.COM",
        "SLING TELEVISION",
        "DISH SLING",
        "SLINGTV",
        "SLING",
        "SLING TV SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "sling",
        "sling tv"
      ]
    },
    {
      "rank": 13,
      "service": "Fubo",
      "category": "Live TV Streaming",
      "subcategory": "Sports-focused live TV",
      "subscription_or_plan": "Fubo",
      "us_availability": "United States",
      "website": "https://www.fubo.tv/",
      "source_url": "https://www.fubo.tv/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "Starts around $84.99/mo before regional sports fees and add-ons",
      "starting_monthly_usd": 84.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; live TV base package",
      "price_notes": "RSN fees and packages vary by ZIP code.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.fubo.tv/",
      "bank_statement_name_variables": [
        "FUBO",
        "FUBOTV",
        "FUBO TV",
        "FUBO.TV",
        "FUBO.COM",
        "FUBO SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "fubo",
        "fubo tv"
      ]
    },
    {
      "rank": 14,
      "service": "DirecTV Stream",
      "category": "Live TV Streaming",
      "subcategory": "Virtual MVPD",
      "subscription_or_plan": "DirecTV Stream",
      "us_availability": "United States",
      "website": "https://streamtv.directv.com/",
      "source_url": "https://streamtv.directv.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "Starts around $89.99/mo for Entertainment package",
      "starting_monthly_usd": 89.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; live TV package",
      "price_notes": "Packages, device terms, and RSN fees vary.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://streamtv.directv.com/",
      "bank_statement_name_variables": [
        "DIRECTV STREAM",
        "DIRECTV",
        "AT&T TV",
        "DTV STREAM",
        "STREAMTV DIRECTV",
        "DIRECTVSTREAM",
        "DIRECTV.COM",
        "DIRECTV STREAM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "directv stream",
        "directv",
        "dtv stream",
        "at&t tv"
      ]
    },
    {
      "rank": 15,
      "service": "Philo",
      "category": "Live TV Streaming",
      "subcategory": "Entertainment live TV",
      "subscription_or_plan": "Philo",
      "us_availability": "United States",
      "website": "https://www.philo.com/",
      "source_url": "https://www.philo.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$28/mo base plan",
      "starting_monthly_usd": 28,
      "starting_annual_usd": null,
      "price_basis": "Public list price; live TV plan",
      "price_notes": "Add-ons may cost extra.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.philo.com/",
      "bank_statement_name_variables": [
        "PHILO",
        "PHILO TV",
        "PHILO.COM",
        "PHILO SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "philo",
        "philo tv"
      ]
    },
    {
      "rank": 16,
      "service": "Starz",
      "category": "Video Streaming",
      "subcategory": "Premium network",
      "subscription_or_plan": "Starz",
      "us_availability": "United States",
      "website": "https://www.starz.com/",
      "source_url": "https://www.starz.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$10.99/mo; annual plan often available",
      "starting_monthly_usd": 10.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; premium streaming",
      "price_notes": "Promotional rates are common.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.starz.com/us/en/",
      "bank_statement_name_variables": [
        "STARZ",
        "STARZ.COM",
        "STARZ ENTERTAINMENT",
        "STARZPLAY",
        "STARZ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "starz"
      ]
    },
    {
      "rank": 17,
      "service": "MGM+",
      "category": "Video Streaming",
      "subcategory": "Premium network",
      "subscription_or_plan": "MGM+",
      "us_availability": "United States",
      "website": "https://www.mgmplus.com/",
      "source_url": "https://www.mgmplus.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$7.99/mo; annual plan often available",
      "starting_monthly_usd": 7.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; premium streaming",
      "price_notes": "Can also be sold as an Amazon/Prime Video Channel.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.mgmplus.com/",
      "bank_statement_name_variables": [
        "MGM PLUS",
        "MGM+",
        "MGMPLUS",
        "EPIX",
        "MGMPLUS.COM",
        "MGM",
        "MGM+ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "mgm plus",
        "mgm+",
        "epix"
      ]
    },
    {
      "rank": 18,
      "service": "AMC+",
      "category": "Video Streaming",
      "subcategory": "Premium network bundle",
      "subscription_or_plan": "AMC+",
      "us_availability": "United States",
      "website": "https://www.amcplus.com/",
      "source_url": "https://www.amcplus.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$7.99/mo with ads; $10.99/mo Premium; $109.99/yr Premium",
      "starting_monthly_usd": 7.99,
      "starting_annual_usd": 109.99,
      "price_basis": "Public list price; streaming tier",
      "price_notes": "Annual/limited ads options vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.amcplus.com/",
      "bank_statement_name_variables": [
        "AMC PLUS",
        "AMC+",
        "AMCPLUS",
        "AMC NETWORKS",
        "AMCPLUS.COM",
        "AMC",
        "AMC+ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "amc plus",
        "amc+",
        "amc"
      ]
    },
    {
      "rank": 19,
      "service": "BET+",
      "category": "Video Streaming",
      "subcategory": "Black entertainment",
      "subscription_or_plan": "BET+",
      "us_availability": "United States",
      "website": "https://www.bet.plus/",
      "source_url": "https://www.bet.plus/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$5.99/mo; ad-free / annual options may vary",
      "starting_monthly_usd": 5.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; streaming tier",
      "price_notes": "Often sold directly or as a channel add-on.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.bet.plus/",
      "bank_statement_name_variables": [
        "BET PLUS",
        "BET+",
        "BETPLUS",
        "BET.PLUS",
        "BET",
        "BET.COM",
        "BET+ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "bet plus",
        "bet+"
      ]
    },
    {
      "rank": 20,
      "service": "Crunchyroll",
      "category": "Video Streaming",
      "subcategory": "Anime",
      "subscription_or_plan": "Crunchyroll Premium",
      "us_availability": "United States",
      "website": "https://www.crunchyroll.com/",
      "source_url": "https://www.crunchyroll.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$7.99/mo Fan; $11.99/mo Mega Fan; $15.99/mo Ultimate Fan",
      "starting_monthly_usd": 7.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; anime streaming tier",
      "price_notes": "Taxes and store benefits vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.crunchyroll.com/premium",
      "bank_statement_name_variables": [
        "CRUNCHYROLL",
        "CRUNCHYROLL.COM",
        "ELLATION",
        "SONY CRUNCHYROLL",
        "CRUNCHYROLL SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "crunchyroll",
        "crunchy",
        "cr"
      ]
    },
    {
      "rank": 21,
      "service": "HIDIVE",
      "category": "Video Streaming",
      "subcategory": "Anime",
      "subscription_or_plan": "HIDIVE",
      "us_availability": "United States",
      "website": "https://www.hidive.com/",
      "source_url": "https://www.hidive.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$6.99/mo; annual option available",
      "starting_monthly_usd": 6.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; anime streaming",
      "price_notes": "Promotions may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.hidive.com/signup",
      "bank_statement_name_variables": [
        "HIDIVE",
        "HIDIVE.COM",
        "AMC HIDIVE",
        "HIDIVE SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "hidive"
      ]
    },
    {
      "rank": 22,
      "service": "Shudder",
      "category": "Video Streaming",
      "subcategory": "Horror",
      "subscription_or_plan": "Shudder",
      "us_availability": "United States",
      "website": "https://www.shudder.com/",
      "source_url": "https://www.shudder.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$6.99/mo or $71.88/yr",
      "starting_monthly_usd": 6.99,
      "starting_annual_usd": 71.88,
      "price_basis": "Public list price; horror streaming",
      "price_notes": "Often sold directly or as an AMC+ bundle/add-on.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.shudder.com/",
      "bank_statement_name_variables": [
        "SHUDDER",
        "SHUDDER.COM",
        "AMC SHUDDER",
        "SHUDDER SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "shudder"
      ]
    },
    {
      "rank": 23,
      "service": "Acorn TV",
      "category": "Video Streaming",
      "subcategory": "British/International TV",
      "subscription_or_plan": "Acorn TV",
      "us_availability": "United States",
      "website": "https://acorn.tv/",
      "source_url": "https://acorn.tv/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$7.99/mo or $79.99/yr",
      "starting_monthly_usd": 7.99,
      "starting_annual_usd": 79.99,
      "price_basis": "Public list price; streaming",
      "price_notes": "Promotions may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://acorn.tv/",
      "bank_statement_name_variables": [
        "ACORN TV",
        "ACORNTV",
        "ACORN.TV",
        "RLJ ACORN",
        "ACORN",
        "ACORN.COM",
        "ACORN TV SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "acorn",
        "acorn tv"
      ]
    },
    {
      "rank": 24,
      "service": "BritBox",
      "category": "Video Streaming",
      "subcategory": "British TV",
      "subscription_or_plan": "BritBox",
      "us_availability": "United States",
      "website": "https://www.britbox.com/",
      "source_url": "https://www.britbox.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$8.99/mo or $89.99/yr",
      "starting_monthly_usd": 8.99,
      "starting_annual_usd": 89.99,
      "price_basis": "Public list price; streaming",
      "price_notes": "Direct and channel add-on pricing can differ.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.britbox.com/",
      "bank_statement_name_variables": [
        "BRITBOX",
        "BRITBOX.COM",
        "BBC ITV BRITBOX",
        "BRITBOX SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "britbox"
      ]
    },
    {
      "rank": 25,
      "service": "The Criterion Channel",
      "category": "Video Streaming",
      "subcategory": "Classic/arthouse film",
      "subscription_or_plan": "Criterion Channel",
      "us_availability": "United States",
      "website": "https://www.criterionchannel.com/",
      "source_url": "https://www.criterionchannel.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$10.99/mo or $99.99/yr",
      "starting_monthly_usd": 10.99,
      "starting_annual_usd": 99.99,
      "price_basis": "Public list price; streaming",
      "price_notes": "Tax may apply.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.criterionchannel.com/",
      "bank_statement_name_variables": [
        "CRITERION CHANNEL",
        "CRITERION",
        "CRITERIONCHANNEL.COM",
        "THE CRITERION CHANNEL",
        "THECRITERIONCHANNEL",
        "CRITERIONCHANNEL",
        "THE CRITERION CHANNEL SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "criterion",
        "criterion channel",
        "the criterion channel"
      ]
    },
    {
      "rank": 26,
      "service": "MUBI",
      "category": "Video Streaming",
      "subcategory": "Curated film",
      "subscription_or_plan": "MUBI",
      "us_availability": "United States",
      "website": "https://mubi.com/",
      "source_url": "https://mubi.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$14.99/mo or $119.88/yr",
      "starting_monthly_usd": 14.99,
      "starting_annual_usd": 119.88,
      "price_basis": "Public list price; streaming",
      "price_notes": "MUBI GO/discounts may vary by location.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://mubi.com/",
      "bank_statement_name_variables": [
        "MUBI",
        "MUBI.COM",
        "MUBI SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "mubi"
      ]
    },
    {
      "rank": 27,
      "service": "Discovery+",
      "category": "Video Streaming",
      "subcategory": "Lifestyle / factual",
      "subscription_or_plan": "Discovery+",
      "us_availability": "United States",
      "website": "https://www.discoveryplus.com/",
      "source_url": "https://www.discoveryplus.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$5.99/mo with ads; $9.99/mo ad-free",
      "starting_monthly_usd": 5.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; streaming tier",
      "price_notes": "Discovery+ content may also appear via Max bundles.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.discoveryplus.com/",
      "bank_statement_name_variables": [
        "DISCOVERY PLUS",
        "DISCOVERY+",
        "DISCOVERYPLUS",
        "DISCOVERY DTC",
        "DISCOVERY",
        "DISCOVERYPLUS.COM",
        "DISCOVERY+ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "discovery plus",
        "discovery+"
      ]
    },
    {
      "rank": 28,
      "service": "Hallmark+",
      "category": "Video Streaming",
      "subcategory": "Family/romance",
      "subscription_or_plan": "Hallmark+",
      "us_availability": "United States",
      "website": "https://www.hallmarkplus.com/",
      "source_url": "https://www.hallmarkplus.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$7.99/mo or $79.99/yr",
      "starting_monthly_usd": 7.99,
      "starting_annual_usd": 79.99,
      "price_basis": "Public list price; streaming",
      "price_notes": "Formerly Hallmark Movies Now; promos vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.hallmarkplus.com/",
      "bank_statement_name_variables": [
        "HALLMARK PLUS",
        "HALLMARK+",
        "HALLMARK MOVIES NOW",
        "HALLMARK",
        "HALLMARKPLUS",
        "HALLMARKPLUS.COM",
        "HALLMARK+ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "hallmark plus",
        "hallmark+",
        "hallmark movies now"
      ]
    },
    {
      "rank": 29,
      "service": "PBS Passport",
      "category": "Video Streaming",
      "subcategory": "Public television",
      "subscription_or_plan": "PBS Passport",
      "us_availability": "United States",
      "website": "https://www.pbs.org/passport/",
      "source_url": "https://www.pbs.org/passport/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "Typically $5/mo or $60/yr sustaining donation, station dependent",
      "starting_monthly_usd": 5,
      "starting_annual_usd": 60,
      "price_basis": "Typical station donation minimum",
      "price_notes": "Not a fixed national subscription; available via local PBS station donation.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.pbs.org/passport/",
      "bank_statement_name_variables": [
        "PBS PASSPORT",
        "PBS DONATION",
        "PBS FOUNDATION",
        "LOCAL PBS",
        "PBSPASSPORT",
        "PBS",
        "PBS.COM",
        "PBS PASSPORT SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "pbs passport",
        "pbs membership",
        "pbs donation"
      ]
    },
    {
      "rank": 30,
      "service": "MagellanTV",
      "category": "Video Streaming",
      "subcategory": "Documentaries",
      "subscription_or_plan": "MagellanTV",
      "us_availability": "United States",
      "website": "https://www.magellantv.com/",
      "source_url": "https://www.magellantv.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$5.99/mo; annual plans often discounted",
      "starting_monthly_usd": 5.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; documentary streaming",
      "price_notes": "Promotions and lifetime deals vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.magellantv.com/",
      "bank_statement_name_variables": [
        "MAGELLANTV",
        "MAGELLANTV.COM",
        "MAGELLANTV SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "magellantv"
      ]
    },
    {
      "rank": 31,
      "service": "Curiosity Stream",
      "category": "Video Streaming",
      "subcategory": "Documentaries",
      "subscription_or_plan": "Curiosity Stream",
      "us_availability": "United States",
      "website": "https://curiositystream.com/",
      "source_url": "https://curiositystream.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$4.99/mo or $39.99/yr Standard HD; higher Premium tiers may exist",
      "starting_monthly_usd": 4.99,
      "starting_annual_usd": 39.99,
      "price_basis": "Public list price; documentary streaming",
      "price_notes": "Promotions are common.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://curiositystream.com/",
      "bank_statement_name_variables": [
        "CURIOSITY STREAM",
        "CURIOSITYSTREAM",
        "CURIOSITYSTREAM.COM",
        "CURIOSITY STREAM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "curiosity stream"
      ]
    },
    {
      "rank": 32,
      "service": "Nebula",
      "category": "Video Streaming",
      "subcategory": "Creator video",
      "subscription_or_plan": "Nebula",
      "us_availability": "United States",
      "website": "https://nebula.tv/",
      "source_url": "https://nebula.tv/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "Around $5/mo or $50/yr",
      "starting_monthly_usd": 5,
      "starting_annual_usd": 50,
      "price_basis": "Public list price; creator streaming",
      "price_notes": "Bundle/promotional rates may vary.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://nebula.tv/",
      "bank_statement_name_variables": [
        "NEBULA",
        "NEBULA.COM",
        "NEBULA SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "nebula"
      ]
    },
    {
      "rank": 33,
      "service": "WOW Presents Plus",
      "category": "Video Streaming",
      "subcategory": "LGBTQ+ entertainment",
      "subscription_or_plan": "WOW Presents Plus",
      "us_availability": "United States",
      "website": "https://www.wowpresentsplus.com/",
      "source_url": "https://www.wowpresentsplus.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$5.99/mo or $59.99/yr",
      "starting_monthly_usd": 5.99,
      "starting_annual_usd": 59.99,
      "price_basis": "Public list price; streaming",
      "price_notes": "Tax and regional pricing may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.wowpresentsplus.com/",
      "bank_statement_name_variables": [
        "WOW PRESENTS PLUS",
        "WOWPRESENTSPLUS",
        "WOWPRESENTSPLUS.COM",
        "WOW PRESENTS PLUS SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "wow presents plus"
      ]
    },
    {
      "rank": 34,
      "service": "ViX Premium",
      "category": "Video Streaming",
      "subcategory": "Spanish-language entertainment",
      "subscription_or_plan": "ViX Premium",
      "us_availability": "United States",
      "website": "https://vix.com/",
      "source_url": "https://vix.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$8.99/mo; annual option may be available",
      "starting_monthly_usd": 8.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; Spanish-language streaming",
      "price_notes": "Promotional rates and bundles vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://vix.com/",
      "bank_statement_name_variables": [
        "VIX PREMIUM",
        "VIXPREMIUM",
        "VIX",
        "VIX.COM",
        "VIX PREMIUM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "vix premium"
      ]
    },
    {
      "rank": 35,
      "service": "FloSports",
      "category": "Sports Streaming",
      "subcategory": "Niche live sports",
      "subscription_or_plan": "FloSports",
      "us_availability": "United States",
      "website": "https://www.flosports.tv/",
      "source_url": "https://www.flosports.tv/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$29.99/mo or about $149.99/yr",
      "starting_monthly_usd": 29.99,
      "starting_annual_usd": 149.99,
      "price_basis": "Public list price; sports streaming",
      "price_notes": "Sport-specific plans and promotions can vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.flosports.tv/",
      "bank_statement_name_variables": [
        "FLOSPORTS",
        "FLOSPORTS.COM",
        "FLOSPORTS SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "flosports"
      ]
    },
    {
      "rank": 36,
      "service": "DAZN",
      "category": "Sports Streaming",
      "subcategory": "Combat sports / live sports",
      "subscription_or_plan": "DAZN",
      "us_availability": "United States",
      "website": "https://www.dazn.com/",
      "source_url": "https://www.dazn.com/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "Starts around $29.99/mo; annual plans and fight PPV add-ons vary",
      "starting_monthly_usd": 29.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; sports streaming",
      "price_notes": "Plan prices differ by sport, region, and commitment.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.dazn.com/en-US/welcome",
      "bank_statement_name_variables": [
        "DAZN",
        "DAZN.COM",
        "DAZN SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "dazn"
      ]
    },
    {
      "rank": 37,
      "service": "MLB.TV",
      "category": "Sports Streaming",
      "subcategory": "Baseball",
      "subscription_or_plan": "MLB.TV",
      "us_availability": "United States",
      "website": "https://www.mlb.com/live-stream-games/subscribe",
      "source_url": "https://www.mlb.com/live-stream-games/subscribe",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$29.99/mo or seasonal annual package around $149.99",
      "starting_monthly_usd": 29.99,
      "starting_annual_usd": 149.99,
      "price_basis": "Seasonal sports package",
      "price_notes": "Prices vary by season timing, blackout rules, and single-team/all-team package.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.mlb.com/live-stream-games/subscribe",
      "bank_statement_name_variables": [
        "MLB.TV",
        "MLBTV",
        "MLB",
        "MLB.COM",
        "MLB.TV SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "mlb.tv"
      ]
    },
    {
      "rank": 38,
      "service": "NBA League Pass",
      "category": "Sports Streaming",
      "subcategory": "Basketball",
      "subscription_or_plan": "NBA League Pass",
      "us_availability": "United States",
      "website": "https://www.nba.com/watch/league-pass-stream",
      "source_url": "https://www.nba.com/watch/league-pass-stream",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "Seasonal package; commonly around $16.99/mo or $109.99/season",
      "starting_monthly_usd": 16.99,
      "starting_annual_usd": 109.99,
      "price_basis": "Seasonal sports package",
      "price_notes": "Price changes during the season; premium and team pass tiers differ.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.nba.com/watch/league-pass-stream",
      "bank_statement_name_variables": [
        "NBA LEAGUE PASS",
        "NBALEAGUEPASS",
        "NBA",
        "NBA.COM",
        "NBA LEAGUE PASS SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "nba league pass"
      ]
    },
    {
      "rank": 39,
      "service": "NHL Power Play on ESPN+",
      "category": "Sports Streaming",
      "subcategory": "Hockey",
      "subscription_or_plan": "NHL Power Play",
      "us_availability": "United States",
      "website": "https://www.espn.com/espnplus/catalog/nhl",
      "source_url": "https://www.espn.com/espnplus/catalog/nhl",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "Included with ESPN+ / ESPN Select starting at $12.99/mo",
      "starting_monthly_usd": 12.99,
      "starting_annual_usd": null,
      "price_basis": "Bundled sports streaming",
      "price_notes": "NHL Power Play access is tied to ESPN+ subscription.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://plus.espn.com/",
      "bank_statement_name_variables": [
        "NHL POWER PLAY ON ESPN+",
        "NHLPOWERPLAYONESPN",
        "NHL POWER PLAY ON ESPN PLUS",
        "NHL POWER PLAY ON ESPNPLUS",
        "ESPN",
        "ESPN.COM"
      ],
      "known_names_and_slang": [
        "nhl power play on espn+",
        "nhl power play on espn plus"
      ]
    },
    {
      "rank": 40,
      "service": "NFL+",
      "category": "Sports Streaming",
      "subcategory": "Football",
      "subscription_or_plan": "NFL+",
      "us_availability": "United States",
      "website": "https://www.nfl.com/plus/",
      "source_url": "https://www.nfl.com/plus/",
      "ranking_basis": "U.S. SVOD prominence; Parks/industry lists where applicable; curated within category",
      "current_known_price_us": "$6.99/mo or $49.99/yr; Premium about $14.99/mo or $99.99/yr",
      "starting_monthly_usd": 6.99,
      "starting_annual_usd": 49.99,
      "price_basis": "Public list price; sports streaming",
      "price_notes": "Premium, RedZone, and seasonal offers vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.nfl.com/plus/",
      "bank_statement_name_variables": [
        "NFL+",
        "NFL",
        "NFL PLUS",
        "NFLPLUS",
        "NFL.COM",
        "NFL+ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "nfl+",
        "nfl plus"
      ]
    },
    {
      "rank": 41,
      "service": "Spotify Premium",
      "category": "Music & Audio",
      "subcategory": "Music streaming",
      "subscription_or_plan": "Spotify Premium",
      "us_availability": "United States",
      "website": "https://www.spotify.com/premium/",
      "source_url": "https://www.spotify.com/premium/",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "$11.99/mo Individual; Duo/Family/Student tiers differ",
      "starting_monthly_usd": 11.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; individual music plan",
      "price_notes": "No standard annual individual plan shown to all users.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.spotify.com/us/premium/",
      "bank_statement_name_variables": [
        "SPOTIFY",
        "SPOTIFY USA",
        "SPOTIFY PREMIUM",
        "SPOTIFY.COM",
        "SPOTIFYPREMIUM",
        "SPOTIFY PREMIUM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "spotify",
        "spotify premium",
        "spotty"
      ]
    },
    {
      "rank": 42,
      "service": "Apple Music",
      "category": "Music & Audio",
      "subcategory": "Music streaming",
      "subscription_or_plan": "Apple Music",
      "us_availability": "United States",
      "website": "https://www.apple.com/apple-music/",
      "source_url": "https://www.apple.com/apple-music/",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "$10.99/mo Individual; $16.99/mo Family; student plan lower",
      "starting_monthly_usd": 10.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; individual music plan",
      "price_notes": "May be bundled in Apple One.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.apple.com/apple-music/",
      "bank_statement_name_variables": [
        "APPLE.COM/BILL",
        "ITUNES.COM/BILL",
        "APPLE MUSIC",
        "APPLE SERVICES",
        "APPLEMUSIC",
        "APPLE",
        "APPLE.COM",
        "APPLE MUSIC SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "apple music",
        "itunes music"
      ]
    },
    {
      "rank": 43,
      "service": "Amazon Music Unlimited",
      "category": "Music & Audio",
      "subcategory": "Music streaming",
      "subscription_or_plan": "Amazon Music Unlimited",
      "us_availability": "United States",
      "website": "https://music.amazon.com/",
      "source_url": "https://music.amazon.com/",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "$11.99/mo Individual; Prime members may have discounted annual option",
      "starting_monthly_usd": 11.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; music plan",
      "price_notes": "Prime member and family pricing differs.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.amazon.com/music/unlimited",
      "bank_statement_name_variables": [
        "AMAZON MUSIC",
        "AMZN MUSIC",
        "AMAZON DIGITAL",
        "AMZN DIGITAL",
        "AMAZON.COM",
        "AMAZON MUSIC UNLIMITED",
        "AMAZONMUSICUNLIMITED",
        "AMAZON",
        "AMAZON MUSIC UNLIMITED SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "amazon music",
        "amzn music",
        "music unlimited",
        "amazon music unlimited"
      ]
    },
    {
      "rank": 44,
      "service": "Pandora Premium",
      "category": "Music & Audio",
      "subcategory": "Music streaming / radio",
      "subscription_or_plan": "Pandora Premium",
      "us_availability": "United States",
      "website": "https://www.pandora.com/upgrade",
      "source_url": "https://www.pandora.com/upgrade",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "$10.99/mo Individual; $17.99/mo Family",
      "starting_monthly_usd": 10.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; music plan",
      "price_notes": "Pandora Plus is lower-cost radio tier.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.pandora.com/upgrade",
      "bank_statement_name_variables": [
        "PANDORA",
        "PANDORA PREMIUM",
        "SIRIUSXM PANDORA",
        "PANDORAPREMIUM",
        "PANDORA.COM",
        "PANDORA PREMIUM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "pandora",
        "pandora premium"
      ]
    },
    {
      "rank": 45,
      "service": "SiriusXM",
      "category": "Music & Audio",
      "subcategory": "Satellite radio / streaming",
      "subscription_or_plan": "SiriusXM",
      "us_availability": "United States",
      "website": "https://www.siriusxm.com/",
      "source_url": "https://www.siriusxm.com/",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "Variable; promo rates common; full-price music/entertainment packages often around $18–$24/mo",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable promotional radio plan",
      "price_notes": "Price depends on vehicle/radio/app package, promotions, and renewal terms.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.siriusxm.com/plans",
      "bank_statement_name_variables": [
        "SIRIUSXM",
        "SIRIUS XM RADIO",
        "SXM",
        "SIRIUSXM.COM",
        "SIRIUSXM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "siriusxm",
        "sirius",
        "xm radio",
        "sxm"
      ]
    },
    {
      "rank": 46,
      "service": "TIDAL",
      "category": "Music & Audio",
      "subcategory": "Hi-fi music streaming",
      "subscription_or_plan": "TIDAL",
      "us_availability": "United States",
      "website": "https://tidal.com/",
      "source_url": "https://tidal.com/",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "$10.99/mo Individual",
      "starting_monthly_usd": 10.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; music plan",
      "price_notes": "Family/student/DJ extension tiers differ.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://tidal.com/pricing",
      "bank_statement_name_variables": [
        "TIDAL",
        "TIDAL MUSIC",
        "TIDAL.COM",
        "TIDAL SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "tidal"
      ]
    },
    {
      "rank": 47,
      "service": "Qobuz",
      "category": "Music & Audio",
      "subcategory": "Hi-res music streaming",
      "subscription_or_plan": "Qobuz",
      "us_availability": "United States",
      "website": "https://www.qobuz.com/us-en/music/streaming/offers",
      "source_url": "https://www.qobuz.com/us-en/music/streaming/offers",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "$12.99/mo Studio; $129.99/yr",
      "starting_monthly_usd": 12.99,
      "starting_annual_usd": 129.99,
      "price_basis": "Public list price; hi-res music plan",
      "price_notes": "Sublime tiers and family plans differ.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.qobuz.com/us-en/music/streaming/offers",
      "bank_statement_name_variables": [
        "QOBUZ",
        "QOBUZ MUSIC",
        "QOBUZ.COM",
        "QOBUZ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "qobuz"
      ]
    },
    {
      "rank": 48,
      "service": "SoundCloud Go+",
      "category": "Music & Audio",
      "subcategory": "Music / creators",
      "subscription_or_plan": "SoundCloud Go+",
      "us_availability": "United States",
      "website": "https://soundcloud.com/go",
      "source_url": "https://soundcloud.com/go",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "$10.99/mo",
      "starting_monthly_usd": 10.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; music plan",
      "price_notes": "Go tier and student pricing may differ.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://soundcloud.com/go",
      "bank_statement_name_variables": [
        "SOUNDCLOUD",
        "SOUNDCLOUD GO",
        "SOUNDCLOUD GO PLUS",
        "SOUNDCLOUD GO+",
        "SOUNDCLOUDGO",
        "SOUNDCLOUD GOPLUS",
        "SOUNDCLOUD.COM"
      ],
      "known_names_and_slang": [
        "soundcloud go",
        "soundcloud go plus",
        "go+",
        "soundcloud go+"
      ]
    },
    {
      "rank": 49,
      "service": "Deezer",
      "category": "Music & Audio",
      "subcategory": "Music streaming",
      "subscription_or_plan": "Deezer Premium",
      "us_availability": "United States",
      "website": "https://www.deezer.com/us/offers",
      "source_url": "https://www.deezer.com/us/offers",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "$11.99/mo Premium; annual/family options may differ",
      "starting_monthly_usd": 11.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; music plan",
      "price_notes": "Plan availability/promos vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.deezer.com/us/offers",
      "bank_statement_name_variables": [
        "DEEZER",
        "DEEZER.COM",
        "DEEZER PREMIUM",
        "DEEZER SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "deezer"
      ]
    },
    {
      "rank": 50,
      "service": "iHeartRadio Plus",
      "category": "Music & Audio",
      "subcategory": "Radio / music",
      "subscription_or_plan": "iHeartRadio Plus",
      "us_availability": "United States",
      "website": "https://www.iheart.com/plus/",
      "source_url": "https://www.iheart.com/plus/",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "$5.99/mo Plus; All Access costs more",
      "starting_monthly_usd": 5.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; audio plan",
      "price_notes": "App store billing may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.iheart.com/plus/",
      "bank_statement_name_variables": [
        "IHEARTRADIO",
        "IHEART",
        "IHEART PLUS",
        "IHEARTMEDIA",
        "IHEARTRADIO PLUS",
        "IHEARTRADIOPLUS",
        "IHEART.COM",
        "IHEARTRADIO PLUS SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "iheartradio",
        "iheart",
        "iheart plus",
        "iheartradio plus"
      ]
    },
    {
      "rank": 51,
      "service": "Audible",
      "category": "Audiobooks",
      "subcategory": "Audiobooks",
      "subscription_or_plan": "Audible Premium Plus",
      "us_availability": "United States",
      "website": "https://www.audible.com/",
      "source_url": "https://www.audible.com/",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "$8.99/mo Audible Standard; $14.95/mo Premium Plus",
      "starting_monthly_usd": 8.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; audiobook plan",
      "price_notes": "Trial/Prime promos vary; Premium Plus includes monthly credit.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.audible.com/ep/memberbenefits",
      "bank_statement_name_variables": [
        "AUDIBLE",
        "AUDIBLE.COM",
        "AMAZON AUDIBLE",
        "AMZN AUDIBLE",
        "AUDIBLE SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "audible",
        "audible credit"
      ]
    },
    {
      "rank": 52,
      "service": "Spotify Audiobooks",
      "category": "Audiobooks",
      "subcategory": "Audiobooks",
      "subscription_or_plan": "Spotify Audiobooks access",
      "us_availability": "United States",
      "website": "https://www.spotify.com/us/audiobooks/",
      "source_url": "https://www.spotify.com/us/audiobooks/",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "Included hours with Spotify Premium; audiobook add-on pricing varies by account",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Bundled/variable audiobook access",
      "price_notes": "Standalone/additional audiobook hours can vary.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.spotify.com/us/audiobooks/",
      "bank_statement_name_variables": [
        "SPOTIFY AUDIOBOOKS",
        "SPOTIFY",
        "SPOTIFY PREMIUM",
        "SPOTIFYAUDIOBOOKS",
        "SPOTIFY.COM",
        "SPOTIFY AUDIOBOOKS SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "spotify audiobooks",
        "audiobook hours"
      ]
    },
    {
      "rank": 53,
      "service": "Everand",
      "category": "Audiobooks & Ebooks",
      "subcategory": "Books / audiobooks",
      "subscription_or_plan": "Everand",
      "us_availability": "United States",
      "website": "https://www.everand.com/",
      "source_url": "https://www.everand.com/",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "Around $11.99/mo; exact plan names and caps vary",
      "starting_monthly_usd": 11.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; ebook/audiobook/doc plan",
      "price_notes": "Everand/Scribd plan structures can change and may include usage limits.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.everand.com/",
      "bank_statement_name_variables": [
        "EVERAND",
        "SCRIBD EVERAND",
        "EVERAND.COM",
        "EVERAND SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "everand",
        "scribd everand"
      ]
    },
    {
      "rank": 54,
      "service": "Scribd",
      "category": "Documents & Ebooks",
      "subcategory": "Documents / books",
      "subscription_or_plan": "Scribd",
      "us_availability": "United States",
      "website": "https://www.scribd.com/",
      "source_url": "https://www.scribd.com/",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "Around $9.99/mo; document access plans vary",
      "starting_monthly_usd": 9.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; document plan",
      "price_notes": "Scribd and Everand are separate services with related billing.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.scribd.com/",
      "bank_statement_name_variables": [
        "SCRIBD",
        "SCRIBD.COM",
        "SCRIBD INC",
        "SCRIBD SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "scribd"
      ]
    },
    {
      "rank": 55,
      "service": "Kindle Unlimited",
      "category": "Ebooks",
      "subcategory": "Ebooks",
      "subscription_or_plan": "Kindle Unlimited",
      "us_availability": "United States",
      "website": "https://www.amazon.com/kindle-dbs/hz/subscribe/ku",
      "source_url": "https://www.amazon.com/kindle-dbs/hz/subscribe/ku",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "$11.99/mo",
      "starting_monthly_usd": 11.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; ebook plan",
      "price_notes": "Promotional trials common.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.amazon.com/kindle-dbs/hz/subscribe/ku",
      "bank_statement_name_variables": [
        "KINDLE UNLIMITED",
        "AMAZON KINDLE",
        "AMZN KINDLE",
        "AMAZON DIGITAL",
        "KINDLEUNLIMITED",
        "AMAZON",
        "AMAZON.COM",
        "KINDLE UNLIMITED SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "kindle unlimited",
        "ku",
        "kindle sub"
      ]
    },
    {
      "rank": 56,
      "service": "Kobo Plus",
      "category": "Ebooks & Audiobooks",
      "subcategory": "Books / audiobooks",
      "subscription_or_plan": "Kobo Plus",
      "us_availability": "United States",
      "website": "https://www.kobo.com/us/en/plus",
      "source_url": "https://www.kobo.com/us/en/plus",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "$7.99/mo Read; $9.99/mo Listen; $11.99/mo Read & Listen",
      "starting_monthly_usd": 7.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; ebook/audiobook tier",
      "price_notes": "Plan availability can vary by country.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.kobo.com/us/en/plus",
      "bank_statement_name_variables": [
        "KOBO",
        "KOBO PLUS",
        "RAKUTEN KOBO",
        "KOBOPLUS",
        "KOBO.COM",
        "KOBO PLUS SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "kobo plus",
        "kobo"
      ]
    },
    {
      "rank": 57,
      "service": "Libro.fm",
      "category": "Audiobooks",
      "subcategory": "Audiobooks",
      "subscription_or_plan": "Libro.fm membership",
      "us_availability": "United States",
      "website": "https://libro.fm/",
      "source_url": "https://libro.fm/",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "$14.99/mo membership",
      "starting_monthly_usd": 14.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; audiobook membership",
      "price_notes": "Membership includes monthly audiobook credit.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://libro.fm/membership",
      "bank_statement_name_variables": [
        "LIBRO.FM",
        "LIBROFM",
        "LIBRO FM",
        "LIBRO",
        "LIBRO.COM",
        "LIBRO.FM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "libro fm",
        "libro.fm"
      ]
    },
    {
      "rank": 58,
      "service": "Blinkist",
      "category": "Books & Learning",
      "subcategory": "Book summaries",
      "subscription_or_plan": "Blinkist Premium",
      "us_availability": "United States",
      "website": "https://www.blinkist.com/",
      "source_url": "https://www.blinkist.com/",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "Around $15.99/mo or $99.99/yr Premium",
      "starting_monthly_usd": 15.99,
      "starting_annual_usd": 99.99,
      "price_basis": "Public list price; learning app",
      "price_notes": "Promos common.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.blinkist.com/en/pricing",
      "bank_statement_name_variables": [
        "BLINKIST",
        "BLINKIST.COM",
        "BLINKIST SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "blinkist",
        "book summaries"
      ]
    },
    {
      "rank": 59,
      "service": "Pocket Casts Plus",
      "category": "Podcasts",
      "subcategory": "Podcast app",
      "subscription_or_plan": "Pocket Casts Plus",
      "us_availability": "United States",
      "website": "https://pocketcasts.com/plus/",
      "source_url": "https://pocketcasts.com/plus/",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "$3.99/mo or $39.99/yr",
      "starting_monthly_usd": 3.99,
      "starting_annual_usd": 39.99,
      "price_basis": "Public list price; podcast app",
      "price_notes": "Patron tier costs more.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://pocketcasts.com/plus/",
      "bank_statement_name_variables": [
        "POCKET CASTS",
        "POCKETCASTS",
        "POCKET CASTS PLUS",
        "POCKETCASTSPLUS",
        "POCKETCASTS.COM",
        "POCKET CASTS PLUS SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "pocket casts",
        "pocketcasts",
        "pocket casts plus"
      ]
    },
    {
      "rank": 60,
      "service": "Wondery+",
      "category": "Podcasts",
      "subcategory": "Podcast network",
      "subscription_or_plan": "Wondery+",
      "us_availability": "United States",
      "website": "https://wondery.com/plus/",
      "source_url": "https://wondery.com/plus/",
      "ranking_basis": "U.S. paid audio and audiobook prominence; curated within category",
      "current_known_price_us": "$5.99/mo or $44.99/yr",
      "starting_monthly_usd": 5.99,
      "starting_annual_usd": 44.99,
      "price_basis": "Public list price; podcast subscription",
      "price_notes": "May be sold through Apple/Amazon channels.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://wondery.com/plus/",
      "bank_statement_name_variables": [
        "WONDERY PLUS",
        "WONDERY+",
        "WONDERY",
        "AMAZON WONDERY",
        "WONDERYPLUS",
        "WONDERY.COM",
        "WONDERY+ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "wondery plus",
        "wondery+"
      ]
    },
    {
      "rank": 61,
      "service": "The New York Times",
      "category": "News & Magazines",
      "subcategory": "National news",
      "subscription_or_plan": "NYT All Access",
      "us_availability": "United States",
      "website": "https://www.nytimes.com/subscription",
      "source_url": "https://www.nytimes.com/subscription",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "Variable/promotional; All Access list price commonly about $25/mo after intro offers",
      "starting_monthly_usd": 25,
      "starting_annual_usd": null,
      "price_basis": "Variable promotional news subscription",
      "price_notes": "NYT prices vary by intro offer, billing cycle, package, and retention offers.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.nytimes.com/subscription",
      "bank_statement_name_variables": [
        "THE NEW YORK TIMES",
        "THENEWYORKTIMES",
        "NYTIMES",
        "NYTIMES.COM",
        "THE NEW YORK TIMES SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "nyt",
        "new york times",
        "times subscription",
        "nyt all access",
        "the new york times"
      ]
    },
    {
      "rank": 62,
      "service": "The Wall Street Journal",
      "category": "News & Magazines",
      "subcategory": "Business news",
      "subscription_or_plan": "WSJ Digital",
      "us_availability": "United States",
      "website": "https://www.wsj.com/news/subscribe",
      "source_url": "https://www.wsj.com/news/subscribe",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "Variable/promotional; digital subscription list price varies after intro offers",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable promotional news subscription",
      "price_notes": "Student/corporate/library offers are common.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.wsj.com/subscribe",
      "bank_statement_name_variables": [
        "THE WALL STREET JOURNAL",
        "THEWALLSTREETJOURNAL",
        "WSJ",
        "WSJ.COM",
        "THE WALL STREET JOURNAL SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "wsj",
        "wall street journal",
        "the wall street journal"
      ]
    },
    {
      "rank": 63,
      "service": "The Washington Post",
      "category": "News & Magazines",
      "subcategory": "National news",
      "subscription_or_plan": "Digital subscription",
      "us_availability": "United States",
      "website": "https://subscribe.washingtonpost.com/",
      "source_url": "https://subscribe.washingtonpost.com/",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "Variable/promotional; digital plan pricing varies after intro offers",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable promotional news subscription",
      "price_notes": "Introductory offers common.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://subscribe.washingtonpost.com/",
      "bank_statement_name_variables": [
        "THE WASHINGTON POST",
        "THEWASHINGTONPOST",
        "WASHINGTONPOST",
        "WASHINGTONPOST.COM",
        "THE WASHINGTON POST SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "washington post",
        "wapo",
        "post sub",
        "the washington post"
      ]
    },
    {
      "rank": 64,
      "service": "The Atlantic",
      "category": "News & Magazines",
      "subcategory": "Magazine",
      "subscription_or_plan": "The Atlantic subscription",
      "us_availability": "United States",
      "website": "https://www.theatlantic.com/subscribe/",
      "source_url": "https://www.theatlantic.com/subscribe/",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "Digital plan pricing varies; annual plans typically published on subscribe page",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable promotional news subscription",
      "price_notes": "Promo rates common.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.theatlantic.com/subscribe/",
      "bank_statement_name_variables": [
        "THE ATLANTIC",
        "THEATLANTIC",
        "THEATLANTIC.COM",
        "THE ATLANTIC SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "the atlantic",
        "atlantic"
      ]
    },
    {
      "rank": 65,
      "service": "The New Yorker",
      "category": "News & Magazines",
      "subcategory": "Magazine",
      "subscription_or_plan": "The New Yorker subscription",
      "us_availability": "United States",
      "website": "https://www.newyorker.com/subscribe",
      "source_url": "https://www.newyorker.com/subscribe",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "Digital/print subscription pricing varies; intro offers common",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable promotional magazine subscription",
      "price_notes": "Conde Nast billing and promotions vary.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.newyorker.com/subscribe",
      "bank_statement_name_variables": [
        "THE NEW YORKER",
        "THENEWYORKER",
        "NEWYORKER",
        "NEWYORKER.COM",
        "THE NEW YORKER SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "new yorker",
        "the new yorker"
      ]
    },
    {
      "rank": 66,
      "service": "Bloomberg.com",
      "category": "News & Magazines",
      "subcategory": "Business news",
      "subscription_or_plan": "Bloomberg Digital",
      "us_availability": "United States",
      "website": "https://www.bloomberg.com/subscriptions",
      "source_url": "https://www.bloomberg.com/subscriptions",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "$34.99/mo or $299/yr digital",
      "starting_monthly_usd": 34.99,
      "starting_annual_usd": 299,
      "price_basis": "Public list price; news subscription",
      "price_notes": "Introductory offers may be lower.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.bloomberg.com/subscriptions",
      "bank_statement_name_variables": [
        "BLOOMBERG.COM",
        "BLOOMBERGCOM",
        "BLOOMBERG",
        "BLOOMBERG.COM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "bloomberg",
        "bloomberg digital",
        "bloomberg.com"
      ]
    },
    {
      "rank": 67,
      "service": "Financial Times",
      "category": "News & Magazines",
      "subcategory": "Business news",
      "subscription_or_plan": "FT Digital",
      "us_availability": "United States",
      "website": "https://www.ft.com/products",
      "source_url": "https://www.ft.com/products",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "$75/mo after trial for Standard Digital access",
      "starting_monthly_usd": 75,
      "starting_annual_usd": null,
      "price_basis": "Public list price; news subscription",
      "price_notes": "FT has Standard/Premium tiers and trial pricing.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://subs.ft.com/products",
      "bank_statement_name_variables": [
        "FINANCIAL TIMES",
        "FINANCIALTIMES",
        "FT",
        "FT.COM",
        "FINANCIAL TIMES SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "ft",
        "financial times"
      ]
    },
    {
      "rank": 68,
      "service": "The Economist",
      "category": "News & Magazines",
      "subcategory": "Global news magazine",
      "subscription_or_plan": "The Economist subscription",
      "us_availability": "United States",
      "website": "https://www.economist.com/subscribe",
      "source_url": "https://www.economist.com/subscribe",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "Variable; digital/print plans and intro offers vary",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable promotional news subscription",
      "price_notes": "Prices differ by plan and promotional offer.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.economist.com/subscribe",
      "bank_statement_name_variables": [
        "THE ECONOMIST",
        "THEECONOMIST",
        "ECONOMIST",
        "ECONOMIST.COM",
        "THE ECONOMIST SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "economist",
        "the economist"
      ]
    },
    {
      "rank": 69,
      "service": "TIME",
      "category": "News & Magazines",
      "subcategory": "Magazine",
      "subscription_or_plan": "TIME subscription",
      "us_availability": "United States",
      "website": "https://time.com/subscribe/",
      "source_url": "https://time.com/subscribe/",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "Variable; magazine/digital plan prices vary",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable magazine subscription",
      "price_notes": "Pricing varies by promotion and package.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://time.com/subscribe/",
      "bank_statement_name_variables": [
        "TIME",
        "TIME.COM",
        "TIME SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "time magazine",
        "time"
      ]
    },
    {
      "rank": 70,
      "service": "WIRED",
      "category": "News & Magazines",
      "subcategory": "Technology magazine",
      "subscription_or_plan": "WIRED subscription",
      "us_availability": "United States",
      "website": "https://www.wired.com/subscribe/",
      "source_url": "https://www.wired.com/subscribe/",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "Variable; digital/print plan prices vary",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable magazine subscription",
      "price_notes": "Conde Nast intro offers common.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.wired.com/subscribe/",
      "bank_statement_name_variables": [
        "WIRED",
        "WIRED.COM",
        "WIRED SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "wired"
      ]
    },
    {
      "rank": 71,
      "service": "Consumer Reports",
      "category": "News & Magazines",
      "subcategory": "Product reviews",
      "subscription_or_plan": "Consumer Reports membership",
      "us_availability": "United States",
      "website": "https://www.consumerreports.org/join/",
      "source_url": "https://www.consumerreports.org/join/",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "$10/mo or $59/yr digital membership",
      "starting_monthly_usd": 10,
      "starting_annual_usd": 59,
      "price_basis": "Public list price; consumer advice membership",
      "price_notes": "Promo offers may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.consumerreports.org/join/",
      "bank_statement_name_variables": [
        "CONSUMER REPORTS",
        "CONSUMERREPORTS",
        "CONSUMERREPORTS.COM",
        "CONSUMER REPORTS SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "consumer reports",
        "cr"
      ]
    },
    {
      "rank": 72,
      "service": "Politico Pro",
      "category": "News & Magazines",
      "subcategory": "Policy intelligence",
      "subscription_or_plan": "Politico Pro",
      "us_availability": "United States",
      "website": "https://www.politicopro.com/",
      "source_url": "https://www.politicopro.com/",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "Quote-based enterprise subscription",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Quote-based B2B news product",
      "price_notes": "Requires sales quote; not a standard consumer price.",
      "price_confidence": "Quote-based / needs vendor confirmation",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.politicopro.com/",
      "bank_statement_name_variables": [
        "POLITICO PRO",
        "POLITICOPRO",
        "POLITICOPRO.COM",
        "POLITICO PRO SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "politico pro",
        "politico"
      ]
    },
    {
      "rank": 73,
      "service": "The Athletic",
      "category": "Sports Media",
      "subcategory": "Sports journalism",
      "subscription_or_plan": "The Athletic subscription",
      "us_availability": "United States",
      "website": "https://theathletic.com/",
      "source_url": "https://theathletic.com/",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "Variable/promotional; annual plan often discounted under NYT",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable promotional sports media subscription",
      "price_notes": "Promos and NYT bundle access vary.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://theathletic.com/checkout2/intro1/",
      "bank_statement_name_variables": [
        "THE ATHLETIC",
        "THEATHLETIC",
        "THEATHLETIC.COM",
        "THE ATHLETIC SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "the athletic",
        "athletic"
      ]
    },
    {
      "rank": 74,
      "service": "Substack",
      "category": "Creator Media",
      "subcategory": "Newsletter subscriptions",
      "subscription_or_plan": "Substack paid subscriptions",
      "us_availability": "United States",
      "website": "https://substack.com/",
      "source_url": "https://substack.com/",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "Variable by publication; many paid subscriptions are around $5–$10/mo",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Creator-set variable subscription",
      "price_notes": "Each Substack writer sets price.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://substack.com/",
      "bank_statement_name_variables": [
        "SUBSTACK",
        "SUBSTACK.COM",
        "SUBSTACK SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "substack",
        "newsletter sub"
      ]
    },
    {
      "rank": 75,
      "service": "Medium",
      "category": "Creator Media",
      "subcategory": "Publishing platform",
      "subscription_or_plan": "Medium Membership",
      "us_availability": "United States",
      "website": "https://medium.com/membership",
      "source_url": "https://medium.com/membership",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "$5/mo or $60/yr Membership; Friend of Medium higher",
      "starting_monthly_usd": 5,
      "starting_annual_usd": 60,
      "price_basis": "Public list price; creator media membership",
      "price_notes": "Annual and higher-supporter plans may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://medium.com/membership",
      "bank_statement_name_variables": [
        "MEDIUM",
        "MEDIUM.COM",
        "MEDIUM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "medium",
        "medium membership"
      ]
    },
    {
      "rank": 76,
      "service": "Patreon",
      "category": "Creator Media",
      "subcategory": "Creator memberships",
      "subscription_or_plan": "Patreon memberships",
      "us_availability": "United States",
      "website": "https://www.patreon.com/",
      "source_url": "https://www.patreon.com/",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "Variable by creator and tier",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Creator-set variable subscription",
      "price_notes": "Each creator sets membership tiers.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.patreon.com/",
      "bank_statement_name_variables": [
        "PATREON",
        "PATREON.COM",
        "PATREON SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "patreon",
        "creator sub"
      ]
    },
    {
      "rank": 77,
      "service": "Apple News+",
      "category": "News & Magazines",
      "subcategory": "News bundle",
      "subscription_or_plan": "Apple News+",
      "us_availability": "United States",
      "website": "https://www.apple.com/apple-news/",
      "source_url": "https://www.apple.com/apple-news/",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "$12.99/mo",
      "starting_monthly_usd": 12.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; Apple service",
      "price_notes": "May be bundled in Apple One Premier.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.apple.com/apple-news/",
      "bank_statement_name_variables": [
        "APPLE NEWS+",
        "APPLENEWS",
        "APPLE NEWS PLUS",
        "APPLE NEWSPLUS",
        "APPLE",
        "APPLE.COM"
      ],
      "known_names_and_slang": [
        "apple news plus",
        "news+",
        "apple news",
        "apple news+"
      ]
    },
    {
      "rank": 78,
      "service": "Readly",
      "category": "News & Magazines",
      "subcategory": "Magazine bundle",
      "subscription_or_plan": "Readly",
      "us_availability": "United States",
      "website": "https://us.readly.com/",
      "source_url": "https://us.readly.com/",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "$14.99/mo",
      "starting_monthly_usd": 14.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; magazine subscription",
      "price_notes": "Promotions and family sharing terms vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://us.readly.com/",
      "bank_statement_name_variables": [
        "READLY",
        "READLY.COM",
        "READLY SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "readly"
      ]
    },
    {
      "rank": 79,
      "service": "PressReader",
      "category": "News & Magazines",
      "subcategory": "Newspaper/magazine bundle",
      "subscription_or_plan": "PressReader Premium",
      "us_availability": "United States",
      "website": "https://www.pressreader.com/",
      "source_url": "https://www.pressreader.com/",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "$29.99/mo Premium",
      "starting_monthly_usd": 29.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; digital newspaper/magazine subscription",
      "price_notes": "Library/hotel access may be free through partners.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.pressreader.com/",
      "bank_statement_name_variables": [
        "PRESSREADER",
        "PRESSREADER.COM",
        "PRESSREADER SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "pressreader"
      ]
    },
    {
      "rank": 80,
      "service": "The Information",
      "category": "News & Magazines",
      "subcategory": "Technology/business news",
      "subscription_or_plan": "The Information subscription",
      "us_availability": "United States",
      "website": "https://www.theinformation.com/subscribe",
      "source_url": "https://www.theinformation.com/subscribe",
      "ranking_basis": "Major U.S. news and magazine subscriptions; curated within category",
      "current_known_price_us": "$399/yr individual subscription",
      "starting_monthly_usd": 33.25,
      "starting_annual_usd": 399,
      "price_basis": "Public list price; annual news subscription",
      "price_notes": "Monthly equivalent calculated from annual price.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.theinformation.com/subscribe",
      "bank_statement_name_variables": [
        "THE INFORMATION",
        "THEINFORMATION",
        "THEINFORMATION.COM",
        "THE INFORMATION SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "the information",
        "information sub"
      ]
    },
    {
      "rank": 81,
      "service": "Microsoft 365",
      "category": "Software & Productivity",
      "subcategory": "Office suite",
      "subscription_or_plan": "Microsoft 365",
      "us_availability": "United States",
      "website": "https://www.microsoft.com/microsoft-365",
      "source_url": "https://www.microsoft.com/microsoft-365",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$9.99/mo or $99.99/yr Personal; Family higher",
      "starting_monthly_usd": 9.99,
      "starting_annual_usd": 99.99,
      "price_basis": "Public list price; productivity suite",
      "price_notes": "Copilot/AI feature packaging may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.microsoft.com/en-us/microsoft-365/buy/compare-all-microsoft-365-products",
      "bank_statement_name_variables": [
        "MICROSOFT 365",
        "MSFT 365",
        "MICROSOFT*SUBSCRIPTION",
        "MICROSOFT STORE",
        "MICROSOFT ONLINE",
        "MICROSOFT365",
        "MICROSOFT",
        "MICROSOFT.COM",
        "MICROSOFT 365 SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "microsoft 365",
        "office 365",
        "o365",
        "office sub"
      ]
    },
    {
      "rank": 82,
      "service": "Google One",
      "category": "Cloud & Storage",
      "subcategory": "Cloud storage",
      "subscription_or_plan": "Google One",
      "us_availability": "United States",
      "website": "https://one.google.com/",
      "source_url": "https://one.google.com/",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$1.99/mo or $19.99/yr for 100GB; higher storage/AI plans cost more",
      "starting_monthly_usd": 1.99,
      "starting_annual_usd": 19.99,
      "price_basis": "Public list price; cloud storage starting tier",
      "price_notes": "Google AI Pro/Ultra are separate higher tiers.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://one.google.com/about/plans",
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        "GOOGLE ONE",
        "GOOGLE STORAGE",
        "GOOGLE *SERVICES",
        "GOOGLE CLOUD STORAGE",
        "GOOGLEONE",
        "GOOGLE",
        "GOOGLE.COM",
        "GOOGLE ONE SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "google one",
        "google storage",
        "drive storage"
      ]
    },
    {
      "rank": 83,
      "service": "iCloud+",
      "category": "Cloud & Storage",
      "subcategory": "Cloud storage",
      "subscription_or_plan": "iCloud+",
      "us_availability": "United States",
      "website": "https://www.apple.com/icloud/",
      "source_url": "https://www.apple.com/icloud/",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$0.99/mo for 50GB; higher storage tiers cost more",
      "starting_monthly_usd": 0.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; cloud storage starting tier",
      "price_notes": "Apple One bundles can include iCloud storage.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://support.apple.com/en-us/108047",
      "bank_statement_name_variables": [
        "APPLE.COM/BILL",
        "ICLOUD",
        "ICLOUD STORAGE",
        "APPLE ICLOUD",
        "APPLE SERVICES",
        "ICLOUD+",
        "ICLOUD PLUS",
        "ICLOUDPLUS",
        "APPLE",
        "APPLE.COM"
      ],
      "known_names_and_slang": [
        "icloud plus",
        "icloud storage",
        "apple storage",
        "icloud+"
      ]
    },
    {
      "rank": 84,
      "service": "Dropbox",
      "category": "Cloud & Storage",
      "subcategory": "Cloud storage",
      "subscription_or_plan": "Dropbox plans",
      "us_availability": "United States",
      "website": "https://www.dropbox.com/plans",
      "source_url": "https://www.dropbox.com/plans",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$11.99/mo Plus or $119.88/yr when billed annually",
      "starting_monthly_usd": 11.99,
      "starting_annual_usd": 119.88,
      "price_basis": "Public list price; cloud storage plan",
      "price_notes": "Professional/team plans cost more.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.dropbox.com/plans",
      "bank_statement_name_variables": [
        "DROPBOX",
        "DROPBOX.COM",
        "DROPBOX INC",
        "DROPBOX SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "dropbox"
      ]
    },
    {
      "rank": 85,
      "service": "Box",
      "category": "Cloud & Storage",
      "subcategory": "Cloud content management",
      "subscription_or_plan": "Box plans",
      "us_availability": "United States",
      "website": "https://www.box.com/pricing",
      "source_url": "https://www.box.com/pricing",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$10/mo Personal Pro",
      "starting_monthly_usd": 10,
      "starting_annual_usd": null,
      "price_basis": "Public list price; cloud storage plan",
      "price_notes": "Business plans are per-user and cost more.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.box.com/pricing",
      "bank_statement_name_variables": [
        "BOX",
        "BOX.COM",
        "BOX INC",
        "BOX SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "box"
      ]
    },
    {
      "rank": 86,
      "service": "Adobe Creative Cloud",
      "category": "Software & Design",
      "subcategory": "Creative software",
      "subscription_or_plan": "Creative Cloud",
      "us_availability": "United States",
      "website": "https://www.adobe.com/creativecloud.html",
      "source_url": "https://www.adobe.com/creativecloud.html",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$69.99/mo All Apps Individual; single-app and student plans differ",
      "starting_monthly_usd": 69.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; creative software plan",
      "price_notes": "Annual commitment/monthly billing options vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.adobe.com/creativecloud/plans.html",
      "bank_statement_name_variables": [
        "ADOBE",
        "ADOBE CREATIVE CLOUD",
        "ADOBE SYSTEMS",
        "ADOBE.COM",
        "ADOBECREATIVECLOUD",
        "ADOBE CREATIVE CLOUD SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "adobe cc",
        "creative cloud",
        "adobe",
        "adobe creative cloud"
      ]
    },
    {
      "rank": 87,
      "service": "Canva Pro",
      "category": "Software & Design",
      "subcategory": "Design platform",
      "subscription_or_plan": "Canva Pro",
      "us_availability": "United States",
      "website": "https://www.canva.com/pro/",
      "source_url": "https://www.canva.com/pro/",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$15/mo or $120/yr for one person",
      "starting_monthly_usd": 15,
      "starting_annual_usd": 120,
      "price_basis": "Public list price; design software plan",
      "price_notes": "Team pricing is per person.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.canva.com/pricing/",
      "bank_statement_name_variables": [
        "CANVA",
        "CANVA PRO",
        "CANVA.COM",
        "CANVAPRO",
        "CANVA PRO SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "canva pro",
        "canva"
      ]
    },
    {
      "rank": 88,
      "service": "Figma",
      "category": "Software & Design",
      "subcategory": "Design/collaboration",
      "subscription_or_plan": "Figma plans",
      "us_availability": "United States",
      "website": "https://www.figma.com/pricing/",
      "source_url": "https://www.figma.com/pricing/",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$20/mo monthly or $16/mo billed annually for Professional full seat",
      "starting_monthly_usd": 20,
      "starting_annual_usd": 192,
      "price_basis": "Public list price; design software seat",
      "price_notes": "Seat types and Dev Mode pricing vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.figma.com/pricing/",
      "bank_statement_name_variables": [
        "FIGMA",
        "FIGMA.COM",
        "FIGMA SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "figma"
      ]
    },
    {
      "rank": 89,
      "service": "Notion",
      "category": "Software & Productivity",
      "subcategory": "Workspace / notes",
      "subscription_or_plan": "Notion Plus",
      "us_availability": "United States",
      "website": "https://www.notion.so/pricing",
      "source_url": "https://www.notion.so/pricing",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$12/mo or $120/yr Plus plan",
      "starting_monthly_usd": 12,
      "starting_annual_usd": 120,
      "price_basis": "Public list price; productivity software plan",
      "price_notes": "AI add-ons and team plans cost more.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.notion.com/pricing",
      "bank_statement_name_variables": [
        "NOTION",
        "NOTION LABS",
        "NOTION.SO",
        "NOTION SUBSCRIPTION",
        "NOTION.COM"
      ],
      "known_names_and_slang": [
        "notion"
      ]
    },
    {
      "rank": 90,
      "service": "Evernote",
      "category": "Software & Productivity",
      "subcategory": "Notes",
      "subscription_or_plan": "Evernote plans",
      "us_availability": "United States",
      "website": "https://evernote.com/compare-plans",
      "source_url": "https://evernote.com/compare-plans",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$14.99/mo or $129.99/yr Personal",
      "starting_monthly_usd": 14.99,
      "starting_annual_usd": 129.99,
      "price_basis": "Public list price; note app plan",
      "price_notes": "Professional/Teams tiers cost more.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://evernote.com/compare-plans",
      "bank_statement_name_variables": [
        "EVERNOTE",
        "EVERNOTE.COM",
        "EVERNOTE SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "evernote"
      ]
    },
    {
      "rank": 91,
      "service": "Todoist",
      "category": "Software & Productivity",
      "subcategory": "Task management",
      "subscription_or_plan": "Todoist Pro",
      "us_availability": "United States",
      "website": "https://todoist.com/pricing",
      "source_url": "https://todoist.com/pricing",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$5/mo or $48/yr Pro",
      "starting_monthly_usd": 5,
      "starting_annual_usd": 48,
      "price_basis": "Public list price; task app plan",
      "price_notes": "Business tier is per user.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://todoist.com/pricing",
      "bank_statement_name_variables": [
        "TODOIST",
        "DOIST",
        "TODOIST.COM",
        "TODOIST SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "todoist"
      ]
    },
    {
      "rank": 92,
      "service": "Grammarly",
      "category": "Writing & AI",
      "subcategory": "Writing assistant",
      "subscription_or_plan": "Grammarly Pro",
      "us_availability": "United States",
      "website": "https://www.grammarly.com/plans",
      "source_url": "https://www.grammarly.com/plans",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$30/mo or $144/yr Pro",
      "starting_monthly_usd": 30,
      "starting_annual_usd": 144,
      "price_basis": "Public list price; writing assistant plan",
      "price_notes": "Business/education pricing differs.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.grammarly.com/plans",
      "bank_statement_name_variables": [
        "GRAMMARLY",
        "GRAMMARLY.COM",
        "GRAMMARLY INC",
        "GRAMMARLY SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "grammarly"
      ]
    },
    {
      "rank": 93,
      "service": "ChatGPT",
      "category": "AI",
      "subcategory": "AI assistant",
      "subscription_or_plan": "ChatGPT Plus / Pro",
      "us_availability": "United States",
      "website": "https://chatgpt.com/pricing",
      "source_url": "https://chatgpt.com/pricing",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$20/mo Plus; higher Pro plans may be $100–$200/mo depending tier/availability",
      "starting_monthly_usd": 20,
      "starting_annual_usd": null,
      "price_basis": "Public list price; AI subscription",
      "price_notes": "ChatGPT plan names and limits can change; use official pricing page for current plan menu.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://chatgpt.com/pricing/",
      "bank_statement_name_variables": [
        "OPENAI",
        "CHATGPT",
        "OPENAI *CHATGPT",
        "OPENAI.COM",
        "CHATGPT PLUS",
        "CHATGPT.COM",
        "CHATGPT SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "chatgpt",
        "gpt",
        "openai",
        "chatgpt plus",
        "gpt pro"
      ]
    },
    {
      "rank": 94,
      "service": "Claude.ai",
      "category": "AI",
      "subcategory": "AI assistant",
      "subscription_or_plan": "Claude Pro",
      "us_availability": "United States",
      "website": "https://claude.ai/upgrade",
      "source_url": "https://claude.ai/upgrade",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$20/mo Pro or $200/yr; Max plans higher",
      "starting_monthly_usd": 20,
      "starting_annual_usd": 200,
      "price_basis": "Public list price; AI subscription",
      "price_notes": "Claude Max tiers and regional taxes vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.anthropic.com/pricing",
      "bank_statement_name_variables": [
        "ANTHROPIC",
        "CLAUDE.AI",
        "CLAUDE",
        "ANTHROPIC CLAUDE",
        "CLAUDEAI",
        "CLAUDE.COM",
        "CLAUDE.AI SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "claude",
        "anthropic",
        "claude pro",
        "claude.ai"
      ]
    },
    {
      "rank": 95,
      "service": "Perplexity",
      "category": "AI",
      "subcategory": "AI search",
      "subscription_or_plan": "Perplexity Pro",
      "us_availability": "United States",
      "website": "https://www.perplexity.ai/pro",
      "source_url": "https://www.perplexity.ai/pro",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$20/mo or $200/yr Pro",
      "starting_monthly_usd": 20,
      "starting_annual_usd": 200,
      "price_basis": "Public list price; AI subscription",
      "price_notes": "Enterprise/Max tiers cost more.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.perplexity.ai/pro",
      "bank_statement_name_variables": [
        "PERPLEXITY",
        "PERPLEXITY AI",
        "PERPLEXITY PRO",
        "PERPLEXITY.COM",
        "PERPLEXITY SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "perplexity",
        "pplx",
        "perplexity pro"
      ]
    },
    {
      "rank": 96,
      "service": "Gemini Advanced",
      "category": "AI",
      "subcategory": "AI assistant / Google One AI",
      "subscription_or_plan": "Google AI plans",
      "us_availability": "United States",
      "website": "https://one.google.com/about/google-ai-plans/",
      "source_url": "https://one.google.com/about/google-ai-plans/",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$19.99/mo Google AI Pro; Google AI Ultra $249.99/mo",
      "starting_monthly_usd": 19.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; AI subscription",
      "price_notes": "Usually included in Google One AI plan.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://one.google.com/about/google-ai-plans",
      "bank_statement_name_variables": [
        "GOOGLE ONE",
        "GOOGLE AI",
        "GEMINI ADVANCED",
        "GOOGLE *SERVICES",
        "GEMINIADVANCED",
        "GOOGLE",
        "GOOGLE.COM",
        "GEMINI ADVANCED SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "gemini advanced",
        "google ai pro",
        "gemini pro"
      ]
    },
    {
      "rank": 97,
      "service": "GitHub Copilot",
      "category": "Developer Tools",
      "subcategory": "AI coding",
      "subscription_or_plan": "GitHub Copilot",
      "us_availability": "United States",
      "website": "https://github.com/features/copilot/plans",
      "source_url": "https://github.com/features/copilot/plans",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$10/mo or $100/yr Copilot Pro; Business $19/user/mo",
      "starting_monthly_usd": 10,
      "starting_annual_usd": 100,
      "price_basis": "Public list price; developer AI plan",
      "price_notes": "Usage-based premium requests/credits may apply.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://github.com/features/copilot/plans",
      "bank_statement_name_variables": [
        "GITHUB",
        "GITHUB COPILOT",
        "MICROSOFT GITHUB",
        "GITHUB.COM",
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        "GITHUB COPILOT SUBSCRIPTION"
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      "known_names_and_slang": [
        "github copilot",
        "copilot",
        "gh copilot"
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    },
    {
      "rank": 98,
      "service": "Cursor",
      "category": "Developer Tools",
      "subcategory": "AI coding",
      "subscription_or_plan": "Cursor Pro",
      "us_availability": "United States",
      "website": "https://www.cursor.com/pricing",
      "source_url": "https://www.cursor.com/pricing",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$20/mo Pro",
      "starting_monthly_usd": 20,
      "starting_annual_usd": null,
      "price_basis": "Public list price; developer AI plan",
      "price_notes": "Usage limits and model pricing may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.cursor.com/pricing",
      "bank_statement_name_variables": [
        "CURSOR",
        "CURSOR AI",
        "ANYSphere",
        "CURSOR.COM",
        "CURSOR SUBSCRIPTION"
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      "known_names_and_slang": [
        "cursor",
        "cursor ai"
      ]
    },
    {
      "rank": 99,
      "service": "Replit",
      "category": "Developer Tools",
      "subcategory": "Cloud coding",
      "subscription_or_plan": "Replit Core",
      "us_availability": "United States",
      "website": "https://replit.com/pricing",
      "source_url": "https://replit.com/pricing",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$20/mo Core; annual plan often discounted",
      "starting_monthly_usd": 20,
      "starting_annual_usd": null,
      "price_basis": "Public list price; developer platform plan",
      "price_notes": "Usage and compute limits vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://replit.com/pricing",
      "bank_statement_name_variables": [
        "REPLIT",
        "REPLIT CORE",
        "REPLIT.COM",
        "REPLIT SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "replit"
      ]
    },
    {
      "rank": 100,
      "service": "Setapp",
      "category": "Software & Productivity",
      "subcategory": "Mac app bundle",
      "subscription_or_plan": "Setapp",
      "us_availability": "United States",
      "website": "https://setapp.com/",
      "source_url": "https://setapp.com/",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$9.99/mo Mac plan; multi-device/iOS plans higher",
      "starting_monthly_usd": 9.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; app subscription",
      "price_notes": "Annual and family/team options may differ.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://setapp.com/pricing",
      "bank_statement_name_variables": [
        "SETAPP",
        "MACPAW SETAPP",
        "SETAPP.COM",
        "SETAPP SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "setapp"
      ]
    },
    {
      "rank": 101,
      "service": "1Password",
      "category": "Security",
      "subcategory": "Password manager",
      "subscription_or_plan": "1Password",
      "us_availability": "United States",
      "website": "https://1password.com/pricing",
      "source_url": "https://1password.com/pricing",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$4.99/mo individual or $47.88/yr; Families $7.99/mo or $71.88/yr",
      "starting_monthly_usd": 4.99,
      "starting_annual_usd": 47.88,
      "price_basis": "Public list price; password manager",
      "price_notes": "2026 price increase applies on renewal.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://1password.com/pricing",
      "bank_statement_name_variables": [
        "1PASSWORD",
        "1PASSWORD.COM",
        "AGILEBITS",
        "1PASSWORD SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "1password",
        "onepassword"
      ]
    },
    {
      "rank": 102,
      "service": "Dashlane",
      "category": "Security",
      "subcategory": "Password manager",
      "subscription_or_plan": "Dashlane",
      "us_availability": "United States",
      "website": "https://www.dashlane.com/pricing",
      "source_url": "https://www.dashlane.com/pricing",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "Around $4.99/mo billed annually for Premium; monthly/Family plans vary",
      "starting_monthly_usd": 4.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; password manager",
      "price_notes": "Pricing and VPN inclusion vary by plan.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.dashlane.com/pricing",
      "bank_statement_name_variables": [
        "DASHLANE",
        "DASHLANE.COM",
        "DASHLANE SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "dashlane"
      ]
    },
    {
      "rank": 103,
      "service": "NordVPN",
      "category": "Security",
      "subcategory": "VPN",
      "subscription_or_plan": "NordVPN",
      "us_availability": "United States",
      "website": "https://nordvpn.com/pricing/",
      "source_url": "https://nordvpn.com/pricing/",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "Variable; 1-month list price around $12.99/mo; multi-year promos much lower",
      "starting_monthly_usd": 12.99,
      "starting_annual_usd": null,
      "price_basis": "Variable VPN pricing",
      "price_notes": "Intro rates, bundles, renewals, and taxes vary heavily.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://nordvpn.com/pricing/",
      "bank_statement_name_variables": [
        "NORDVPN",
        "NORD VPN",
        "NORD SECURITY",
        "NORDVPN.COM",
        "NORDVPN SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "nordvpn",
        "nord vpn"
      ]
    },
    {
      "rank": 104,
      "service": "ExpressVPN",
      "category": "Security",
      "subcategory": "VPN",
      "subscription_or_plan": "ExpressVPN",
      "us_availability": "United States",
      "website": "https://www.expressvpn.com/",
      "source_url": "https://www.expressvpn.com/",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "Variable; 1-month list price around $12.95/mo; longer terms discounted",
      "starting_monthly_usd": 12.95,
      "starting_annual_usd": null,
      "price_basis": "Variable VPN pricing",
      "price_notes": "Intro rates and renewal rates vary.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.expressvpn.com/order",
      "bank_statement_name_variables": [
        "EXPRESSVPN",
        "EXPRESS VPN",
        "EXPRESSVPN.COM",
        "EXPRESSVPN SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "expressvpn",
        "express vpn"
      ]
    },
    {
      "rank": 105,
      "service": "Surfshark",
      "category": "Security",
      "subcategory": "VPN",
      "subscription_or_plan": "Surfshark",
      "us_availability": "United States",
      "website": "https://surfshark.com/pricing",
      "source_url": "https://surfshark.com/pricing",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "Variable; 1-month list price around $15.45/mo; multi-year promos much lower",
      "starting_monthly_usd": 15.45,
      "starting_annual_usd": null,
      "price_basis": "Variable VPN pricing",
      "price_notes": "Intro rates, bundles, renewals, and taxes vary heavily.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://surfshark.com/pricing",
      "bank_statement_name_variables": [
        "SURFSHARK",
        "SURFSHARK VPN",
        "SURFSHARK.COM",
        "SURFSHARK SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "surfshark"
      ]
    },
    {
      "rank": 106,
      "service": "Norton 360",
      "category": "Security",
      "subcategory": "Device security",
      "subscription_or_plan": "Norton 360",
      "us_availability": "United States",
      "website": "https://us.norton.com/products",
      "source_url": "https://us.norton.com/products",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "Variable; first-year and renewal pricing differ by device/identity tier",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable security software pricing",
      "price_notes": "Norton uses promo first-year prices and higher renewal prices.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://us.norton.com/products",
      "bank_statement_name_variables": [
        "NORTON 360",
        "NORTON360",
        "NORTON",
        "NORTON.COM",
        "NORTON 360 SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "norton",
        "norton 360"
      ]
    },
    {
      "rank": 107,
      "service": "McAfee+",
      "category": "Security",
      "subcategory": "Device security",
      "subscription_or_plan": "McAfee+",
      "us_availability": "United States",
      "website": "https://www.mcafee.com/en-us/consumer-support/pricing.html",
      "source_url": "https://www.mcafee.com/en-us/consumer-support/pricing.html",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "Variable; first-year and renewal pricing differ by device/identity tier",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable security software pricing",
      "price_notes": "McAfee uses promo first-year prices and higher renewal prices.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.mcafee.com/en-us/consumer-support/policy/legal.html",
      "bank_statement_name_variables": [
        "MCAFEE+",
        "MCAFEE",
        "MCAFEE PLUS",
        "MCAFEEPLUS",
        "MCAFEE.COM",
        "MCAFEE+ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "mcafee plus",
        "mcafee+"
      ]
    },
    {
      "rank": 108,
      "service": "QuickBooks Online",
      "category": "Finance Software",
      "subcategory": "Small business accounting",
      "subscription_or_plan": "QuickBooks Online",
      "us_availability": "United States",
      "website": "https://quickbooks.intuit.com/pricing/",
      "source_url": "https://quickbooks.intuit.com/pricing/",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "Starts around $38/mo Simple Start before promotions",
      "starting_monthly_usd": 38,
      "starting_annual_usd": null,
      "price_basis": "Public list price; finance software",
      "price_notes": "Intro offers often discount the first months.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://quickbooks.intuit.com/online/",
      "bank_statement_name_variables": [
        "INTUIT QUICKBOOKS",
        "QUICKBOOKS",
        "INTUIT",
        "QBO",
        "QUICKBOOKS ONLINE",
        "QUICKBOOKSONLINE",
        "INTUIT.COM",
        "QUICKBOOKS ONLINE SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "quickbooks online",
        "quickbooks",
        "qbo"
      ]
    },
    {
      "rank": 109,
      "service": "TurboTax Live",
      "category": "Finance Software",
      "subcategory": "Tax filing support",
      "subscription_or_plan": "TurboTax Live",
      "us_availability": "United States",
      "website": "https://turbotax.intuit.com/personal-taxes/online/live/",
      "source_url": "https://turbotax.intuit.com/personal-taxes/online/live/",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "Seasonal tax-product pricing; varies by federal/state, live assisted, and filing situation",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Seasonal variable tax software",
      "price_notes": "Pricing changes during tax season and by return complexity.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://turbotax.intuit.com/personal-taxes/online/",
      "bank_statement_name_variables": [
        "INTUIT TURBOTAX",
        "TURBOTAX",
        "INTUIT",
        "TURBOTAX LIVE",
        "TURBOTAXLIVE",
        "INTUIT.COM",
        "TURBOTAX LIVE SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "turbotax live",
        "turbotax"
      ]
    },
    {
      "rank": 110,
      "service": "YNAB",
      "category": "Finance Software",
      "subcategory": "Budgeting",
      "subscription_or_plan": "YNAB",
      "us_availability": "United States",
      "website": "https://www.ynab.com/pricing",
      "source_url": "https://www.ynab.com/pricing",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$14.99/mo or $109/yr",
      "starting_monthly_usd": 14.99,
      "starting_annual_usd": 109,
      "price_basis": "Public list price; budgeting app",
      "price_notes": "Student trial/offers may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.ynab.com/pricing",
      "bank_statement_name_variables": [
        "YNAB",
        "YOU NEED A BUDGET",
        "YNAB.COM",
        "YNAB SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "ynab",
        "you need a budget"
      ]
    },
    {
      "rank": 111,
      "service": "Rocket Money Premium",
      "category": "Finance Software",
      "subcategory": "Personal finance",
      "subscription_or_plan": "Rocket Money Premium",
      "us_availability": "United States",
      "website": "https://www.rocketmoney.com/premium",
      "source_url": "https://www.rocketmoney.com/premium",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$6–$12/mo pay-what-you-want Premium",
      "starting_monthly_usd": 6,
      "starting_annual_usd": null,
      "price_basis": "Variable pay-what-you-want fintech subscription",
      "price_notes": "Users choose a premium price in a published range.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.rocketmoney.com/premium",
      "bank_statement_name_variables": [
        "ROCKET MONEY",
        "TRUEBILL",
        "ROCKET MONEY PREMIUM",
        "ROCKETMONEYPREMIUM",
        "ROCKETMONEY",
        "ROCKETMONEY.COM",
        "ROCKET MONEY PREMIUM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "rocket money",
        "truebill",
        "rocket money premium"
      ]
    },
    {
      "rank": 112,
      "service": "Copilot Money",
      "category": "Finance Software",
      "subcategory": "Personal finance",
      "subscription_or_plan": "Copilot Money",
      "us_availability": "United States",
      "website": "https://copilot.money/",
      "source_url": "https://copilot.money/",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$13/mo or $95/yr",
      "starting_monthly_usd": 13,
      "starting_annual_usd": 95,
      "price_basis": "Public list price; budgeting app",
      "price_notes": "Formerly only iOS; plan availability may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://copilot.money/",
      "bank_statement_name_variables": [
        "COPILOT MONEY",
        "COPILOT",
        "COPILOT.MONEY",
        "COPILOTMONEY",
        "COPILOT.COM",
        "COPILOT MONEY SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "copilot money",
        "copilot app"
      ]
    },
    {
      "rank": 113,
      "service": "Calendly",
      "category": "Software & Productivity",
      "subcategory": "Scheduling",
      "subscription_or_plan": "Calendly plans",
      "us_availability": "United States",
      "website": "https://calendly.com/pricing",
      "source_url": "https://calendly.com/pricing",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$12/mo Standard or $120/yr; Teams higher",
      "starting_monthly_usd": 12,
      "starting_annual_usd": 120,
      "price_basis": "Public list price; scheduling software",
      "price_notes": "Per-seat business pricing varies.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://calendly.com/pricing",
      "bank_statement_name_variables": [
        "CALENDLY",
        "CALENDLY.COM",
        "CALENDLY SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "calendly"
      ]
    },
    {
      "rank": 114,
      "service": "Zoom Workplace",
      "category": "Software & Productivity",
      "subcategory": "Video meetings",
      "subscription_or_plan": "Zoom plans",
      "us_availability": "United States",
      "website": "https://www.zoom.com/en/pricing/",
      "source_url": "https://www.zoom.com/en/pricing/",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$15.99/mo or $159.90/yr Pro",
      "starting_monthly_usd": 15.99,
      "starting_annual_usd": 159.9,
      "price_basis": "Public list price; video meeting software",
      "price_notes": "Business/AI add-ons may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://zoom.us/pricing",
      "bank_statement_name_variables": [
        "ZOOM",
        "ZOOM.US",
        "ZOOM WORKPLACE",
        "ZOOM VIDEO",
        "ZOOMWORKPLACE",
        "ZOOM.COM",
        "ZOOM WORKPLACE SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "zoom",
        "zoom pro",
        "zoom workplace"
      ]
    },
    {
      "rank": 115,
      "service": "Slack",
      "category": "Software & Productivity",
      "subcategory": "Team messaging",
      "subscription_or_plan": "Slack Pro / Business+",
      "us_availability": "United States",
      "website": "https://slack.com/pricing",
      "source_url": "https://slack.com/pricing",
      "ranking_basis": "Major U.S. consumer/professional software subscriptions; app revenue and SaaS prominence where applicable; curated",
      "current_known_price_us": "$8.75/user/mo billed annually for Pro; Business+ higher",
      "starting_monthly_usd": 8.75,
      "starting_annual_usd": 105,
      "price_basis": "Public list price; team software per-user plan",
      "price_notes": "Monthly billing costs more.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://slack.com/pricing",
      "bank_statement_name_variables": [
        "SLACK",
        "SLACK TECHNOLOGIES",
        "SLACK.COM",
        "SLACK SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "slack"
      ]
    },
    {
      "rank": 116,
      "service": "Xbox Game Pass",
      "category": "Gaming",
      "subcategory": "Game subscription",
      "subscription_or_plan": "Xbox Game Pass",
      "us_availability": "United States",
      "website": "https://www.xbox.com/en-US/xbox-game-pass",
      "source_url": "https://www.xbox.com/en-US/xbox-game-pass",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "$9.99/mo Essential; $14.99/mo Premium; $22.99/mo Ultimate reported current",
      "starting_monthly_usd": 9.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; gaming subscription",
      "price_notes": "Game Pass plan names/prices changed recently; check official Xbox page.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.xbox.com/en-US/xbox-game-pass",
      "bank_statement_name_variables": [
        "MICROSOFT XBOX",
        "XBOX GAME PASS",
        "MSFT XBOX",
        "XBOX",
        "XBOXGAMEPASS",
        "XBOX.COM",
        "XBOX GAME PASS SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "xbox game pass",
        "game pass",
        "xgpu"
      ]
    },
    {
      "rank": 117,
      "service": "PlayStation Plus",
      "category": "Gaming",
      "subcategory": "Game subscription",
      "subscription_or_plan": "PlayStation Plus",
      "us_availability": "United States",
      "website": "https://www.playstation.com/en-us/ps-plus/",
      "source_url": "https://www.playstation.com/en-us/ps-plus/",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "$9.99/mo Essential or $79.99/yr; Extra/Premium higher",
      "starting_monthly_usd": 9.99,
      "starting_annual_usd": 79.99,
      "price_basis": "Public list price; gaming subscription",
      "price_notes": "Extra and Premium tiers cost more.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.playstation.com/en-us/ps-plus/",
      "bank_statement_name_variables": [
        "PLAYSTATION PLUS",
        "SONY PLAYSTATION",
        "PS PLUS",
        "PLAYSTATION NETWORK",
        "PLAYSTATIONPLUS",
        "PLAYSTATION",
        "PLAYSTATION.COM",
        "PLAYSTATION PLUS SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "playstation plus",
        "ps plus",
        "ps+"
      ]
    },
    {
      "rank": 118,
      "service": "Nintendo Switch Online",
      "category": "Gaming",
      "subcategory": "Online/game library",
      "subscription_or_plan": "Nintendo Switch Online",
      "us_availability": "United States",
      "website": "https://www.nintendo.com/us/switch/online/",
      "source_url": "https://www.nintendo.com/us/switch/online/",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "$3.99/mo or $19.99/yr Individual; Expansion Pack $49.99/yr",
      "starting_monthly_usd": 3.99,
      "starting_annual_usd": 19.99,
      "price_basis": "Public list price; gaming subscription",
      "price_notes": "Family plans available.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.nintendo.com/us/switch/online/",
      "bank_statement_name_variables": [
        "NINTENDO",
        "NINTENDO SWITCH ONLINE",
        "NINTENDO ESHOP",
        "NSO",
        "NINTENDOSWITCHONLINE",
        "NINTENDO.COM",
        "NINTENDO SWITCH ONLINE SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "nintendo switch online",
        "nso",
        "switch online"
      ]
    },
    {
      "rank": 119,
      "service": "Apple Arcade",
      "category": "Gaming",
      "subcategory": "Mobile games",
      "subscription_or_plan": "Apple Arcade",
      "us_availability": "United States",
      "website": "https://www.apple.com/apple-arcade/",
      "source_url": "https://www.apple.com/apple-arcade/",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "$6.99/mo",
      "starting_monthly_usd": 6.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; Apple service",
      "price_notes": "May be bundled in Apple One.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.apple.com/apple-arcade/",
      "bank_statement_name_variables": [
        "APPLE.COM/BILL",
        "APPLE ARCADE",
        "APPLE SERVICES",
        "ITUNES.COM/BILL",
        "APPLEARCADE",
        "APPLE",
        "APPLE.COM",
        "APPLE ARCADE SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "apple arcade",
        "arcade"
      ]
    },
    {
      "rank": 120,
      "service": "EA Play",
      "category": "Gaming",
      "subcategory": "Game subscription",
      "subscription_or_plan": "EA Play",
      "us_availability": "United States",
      "website": "https://www.ea.com/ea-play",
      "source_url": "https://www.ea.com/ea-play",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "$5.99/mo or $39.99/yr; Pro tier higher on PC",
      "starting_monthly_usd": 5.99,
      "starting_annual_usd": 39.99,
      "price_basis": "Public list price; gaming subscription",
      "price_notes": "EA Play Pro is separate and PC-focused.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.ea.com/ea-play",
      "bank_statement_name_variables": [
        "EA PLAY",
        "ELECTRONIC ARTS",
        "EA.COM",
        "EAPLAY",
        "EA",
        "EA PLAY SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "ea play"
      ]
    },
    {
      "rank": 121,
      "service": "Ubisoft+",
      "category": "Gaming",
      "subcategory": "Game subscription",
      "subscription_or_plan": "Ubisoft+",
      "us_availability": "United States",
      "website": "https://www.ubisoft.com/en-us/ubisoft-plus",
      "source_url": "https://www.ubisoft.com/en-us/ubisoft-plus",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "$17.99/mo Premium",
      "starting_monthly_usd": 17.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; gaming subscription",
      "price_notes": "Classics tier may be included with other services.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.ubisoft.com/en-us/ubisoft-plus",
      "bank_statement_name_variables": [
        "UBISOFT PLUS",
        "UBISOFT+",
        "UBISOFT",
        "UBISOFTPLUS",
        "UBISOFT.COM",
        "UBISOFT+ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "ubisoft plus",
        "ubisoft+"
      ]
    },
    {
      "rank": 122,
      "service": "NVIDIA GeForce NOW",
      "category": "Gaming",
      "subcategory": "Cloud gaming",
      "subscription_or_plan": "GeForce NOW",
      "us_availability": "United States",
      "website": "https://www.nvidia.com/en-us/geforce-now/memberships/",
      "source_url": "https://www.nvidia.com/en-us/geforce-now/memberships/",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "$9.99/mo Performance; $19.99/mo Ultimate; day passes/annual options vary",
      "starting_monthly_usd": 9.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; cloud gaming tier",
      "price_notes": "Promos, capacity, and Ultimate pricing vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.nvidia.com/en-us/geforce-now/memberships/",
      "bank_statement_name_variables": [
        "NVIDIA GEFORCE NOW",
        "GEFORCE NOW",
        "NVIDIA",
        "NVIDIAGEFORCENOW",
        "NVIDIA.COM",
        "NVIDIA GEFORCE NOW SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "geforce now",
        "gfn",
        "nvidia geforce now"
      ]
    },
    {
      "rank": 123,
      "service": "Roblox Premium",
      "category": "Gaming",
      "subcategory": "Creator/game currency membership",
      "subscription_or_plan": "Roblox Premium",
      "us_availability": "United States",
      "website": "https://www.roblox.com/premium/membership",
      "source_url": "https://www.roblox.com/premium/membership",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "$4.99/mo, $9.99/mo, or $19.99/mo Robux tiers",
      "starting_monthly_usd": 4.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; gaming currency membership",
      "price_notes": "Tier selected determines monthly Robux.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.roblox.com/premium/membership",
      "bank_statement_name_variables": [
        "ROBLOX",
        "ROBLOX PREMIUM",
        "ROBLOX.COM",
        "ROBLOXPREMIUM",
        "ROBLOX PREMIUM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "roblox premium",
        "robux sub"
      ]
    },
    {
      "rank": 124,
      "service": "Fortnite Crew",
      "category": "Gaming",
      "subcategory": "Game membership",
      "subscription_or_plan": "Fortnite Crew",
      "us_availability": "United States",
      "website": "https://www.fortnite.com/fortnite-crew-subscription",
      "source_url": "https://www.fortnite.com/fortnite-crew-subscription",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "$11.99/mo",
      "starting_monthly_usd": 11.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; gaming subscription",
      "price_notes": "Platform taxes and regional pricing may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.fortnite.com/fortnite-crew-subscription",
      "bank_statement_name_variables": [
        "EPIC GAMES",
        "FORTNITE CREW",
        "FORTNITE",
        "EPICGAMES.COM",
        "FORTNITECREW",
        "FORTNITE.COM",
        "FORTNITE CREW SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "fortnite crew",
        "crew pack"
      ]
    },
    {
      "rank": 125,
      "service": "Minecraft Realms",
      "category": "Gaming",
      "subcategory": "Private server subscription",
      "subscription_or_plan": "Minecraft Realms",
      "us_availability": "United States",
      "website": "https://www.minecraft.net/realms",
      "source_url": "https://www.minecraft.net/realms",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "$3.99/mo Realms; $7.99/mo Realms Plus",
      "starting_monthly_usd": 3.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; gaming server subscription",
      "price_notes": "Java/Bedrock terms differ.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.minecraft.net/en-us/realms",
      "bank_statement_name_variables": [
        "MICROSOFT MINECRAFT",
        "MINECRAFT REALMS",
        "MOJANG",
        "MINECRAFT",
        "MINECRAFTREALMS",
        "MINECRAFT.COM",
        "MINECRAFT REALMS SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "minecraft realms",
        "realms"
      ]
    },
    {
      "rank": 126,
      "service": "Twitch Turbo",
      "category": "Creator & Social",
      "subcategory": "Ad-free streaming",
      "subscription_or_plan": "Twitch Turbo",
      "us_availability": "United States",
      "website": "https://www.twitch.tv/turbo",
      "source_url": "https://www.twitch.tv/turbo",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "$11.99/mo",
      "starting_monthly_usd": 11.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; creator/social subscription",
      "price_notes": "Individual channel subscriptions are separate.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.twitch.tv/turbo",
      "bank_statement_name_variables": [
        "TWITCH",
        "TWITCH TURBO",
        "AMAZON TWITCH",
        "TWITCHTURBO",
        "TWITCH.COM",
        "TWITCH TURBO SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "twitch turbo",
        "turbo"
      ]
    },
    {
      "rank": 127,
      "service": "Discord Nitro",
      "category": "Creator & Social",
      "subcategory": "Social / gaming chat",
      "subscription_or_plan": "Discord Nitro",
      "us_availability": "United States",
      "website": "https://discord.com/nitro",
      "source_url": "https://discord.com/nitro",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "$9.99/mo or $99.99/yr Nitro; Basic lower",
      "starting_monthly_usd": 9.99,
      "starting_annual_usd": 99.99,
      "price_basis": "Public list price; social subscription",
      "price_notes": "Nitro Basic costs less.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://discord.com/nitro",
      "bank_statement_name_variables": [
        "DISCORD",
        "DISCORD NITRO",
        "DISCORD.COM",
        "DISCORDNITRO",
        "DISCORD NITRO SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "discord nitro",
        "nitro"
      ]
    },
    {
      "rank": 128,
      "service": "X Premium",
      "category": "Creator & Social",
      "subcategory": "Social network subscription",
      "subscription_or_plan": "X Premium",
      "us_availability": "United States",
      "website": "https://help.x.com/en/using-x/x-premium",
      "source_url": "https://help.x.com/en/using-x/x-premium",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "$8/mo or $84/yr Premium; Premium+ higher",
      "starting_monthly_usd": 8,
      "starting_annual_usd": 84,
      "price_basis": "Public list price; social subscription",
      "price_notes": "Web/app prices and Premium+ tiers differ.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://x.com/i/premium_sign_up",
      "bank_statement_name_variables": [
        "X PREMIUM",
        "TWITTER",
        "X CORP",
        "TWITTER BLUE",
        "XPREMIUM",
        "X",
        "X.COM",
        "X PREMIUM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "x premium",
        "twitter blue",
        "x blue"
      ]
    },
    {
      "rank": 129,
      "service": "Snapchat+",
      "category": "Creator & Social",
      "subcategory": "Social network subscription",
      "subscription_or_plan": "Snapchat+",
      "us_availability": "United States",
      "website": "https://www.snapchat.com/plus",
      "source_url": "https://www.snapchat.com/plus",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "$3.99/mo or $29.99/yr",
      "starting_monthly_usd": 3.99,
      "starting_annual_usd": 29.99,
      "price_basis": "Public list price; social subscription",
      "price_notes": "Pricing can differ through app stores.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.snapchat.com/plus",
      "bank_statement_name_variables": [
        "SNAPCHAT PLUS",
        "SNAPCHAT+",
        "SNAP INC",
        "SNAPCHAT",
        "SNAPCHATPLUS",
        "SNAPCHAT.COM",
        "SNAPCHAT+ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "snapchat plus",
        "snap plus",
        "snapchat+"
      ]
    },
    {
      "rank": 130,
      "service": "TikTok Live Subscription",
      "category": "Creator & Social",
      "subcategory": "Creator memberships",
      "subscription_or_plan": "TikTok LIVE Subscription",
      "us_availability": "United States",
      "website": "https://www.tiktok.com/live/creators/en-US/subscription/",
      "source_url": "https://www.tiktok.com/live/creators/en-US/subscription/",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "Variable by creator/coins/region",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Creator-set variable social subscription",
      "price_notes": "Live subscriptions and gifting depend on creator and region.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.tiktok.com/live/subscription",
      "bank_statement_name_variables": [
        "TIKTOK",
        "TIKTOK LIVE",
        "TIKTOK SUBSCRIPTION",
        "BYTEDANCE",
        "TIKTOK LIVE SUBSCRIPTION",
        "TIKTOKLIVESUBSCRIPTION",
        "TIKTOK.COM",
        "TIKTOK LIVE SUBSCRIPTION SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "tiktok live sub",
        "tiktok sub",
        "tiktok live subscription"
      ]
    },
    {
      "rank": 131,
      "service": "Meta Verified",
      "category": "Creator & Social",
      "subcategory": "Creator/business verification",
      "subscription_or_plan": "Meta Verified",
      "us_availability": "United States",
      "website": "https://about.meta.com/technologies/meta-verified/",
      "source_url": "https://about.meta.com/technologies/meta-verified/",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "$11.99/mo web or $14.99/mo mobile starting price",
      "starting_monthly_usd": 11.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; social subscription",
      "price_notes": "Facebook/Instagram bundle and business plans differ.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://about.meta.com/technologies/meta-verified/",
      "bank_statement_name_variables": [
        "META VERIFIED",
        "META",
        "FACEBOOK",
        "INSTAGRAM",
        "META PLATFORMS",
        "METAVERIFIED",
        "META.COM",
        "META VERIFIED SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "meta verified",
        "blue check",
        "instagram verified",
        "facebook verified"
      ]
    },
    {
      "rank": 132,
      "service": "LinkedIn Premium",
      "category": "Career & Social",
      "subcategory": "Professional network",
      "subscription_or_plan": "LinkedIn Premium",
      "us_availability": "United States",
      "website": "https://premium.linkedin.com/",
      "source_url": "https://premium.linkedin.com/",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "Starts around $39.99/mo for Premium Career; plans vary",
      "starting_monthly_usd": 39.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; career subscription",
      "price_notes": "Business/Sales Navigator/Recruiter plans cost more.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://premium.linkedin.com/",
      "bank_statement_name_variables": [
        "LINKEDIN PREMIUM",
        "LINKEDIN",
        "MICROSOFT LINKEDIN",
        "LINKEDINPREMIUM",
        "LINKEDIN.COM",
        "LINKEDIN PREMIUM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "linkedin premium",
        "linkedin career"
      ]
    },
    {
      "rank": 133,
      "service": "Tinder Gold",
      "category": "Dating",
      "subcategory": "Dating app",
      "subscription_or_plan": "Tinder Gold",
      "us_availability": "United States",
      "website": "https://tinder.com/feature/plus",
      "source_url": "https://tinder.com/feature/plus",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "Variable by age/location/platform; often roughly $24.99+/mo",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable dating subscription",
      "price_notes": "Dating app prices are personalized by market, age, promo, and platform.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://tinder.com/feature/stand-out",
      "bank_statement_name_variables": [
        "TINDER GOLD",
        "TINDERGOLD",
        "TINDER",
        "TINDER.COM",
        "TINDER GOLD SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "tinder gold",
        "tinder premium"
      ]
    },
    {
      "rank": 134,
      "service": "Bumble Premium",
      "category": "Dating",
      "subcategory": "Dating app",
      "subscription_or_plan": "Bumble Premium",
      "us_availability": "United States",
      "website": "https://bumble.com/en/the-buzz/bumble-premium",
      "source_url": "https://bumble.com/en/the-buzz/bumble-premium",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "Variable by location/platform; weekly/monthly/lifetime options differ",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable dating subscription",
      "price_notes": "Dating app prices are personalized and frequently tested.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://bumble.com/en/premium",
      "bank_statement_name_variables": [
        "BUMBLE PREMIUM",
        "BUMBLEPREMIUM",
        "BUMBLE",
        "BUMBLE.COM",
        "BUMBLE PREMIUM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "bumble premium",
        "bumble boost"
      ]
    },
    {
      "rank": 135,
      "service": "Hinge+",
      "category": "Dating",
      "subcategory": "Dating app",
      "subscription_or_plan": "Hinge+",
      "us_availability": "United States",
      "website": "https://hinge.co/hinge-plus",
      "source_url": "https://hinge.co/hinge-plus",
      "ranking_basis": "Major U.S. gaming, creator, and social paid memberships; curated within category",
      "current_known_price_us": "Variable by location/platform; Hinge+ and HingeX tiers differ",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable dating subscription",
      "price_notes": "Dating app prices are personalized and frequently tested.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://hinge.co/",
      "bank_statement_name_variables": [
        "HINGE+",
        "HINGE",
        "HINGE PLUS",
        "HINGEPLUS",
        "HINGE.COM",
        "HINGE+ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "hinge plus",
        "hinge+",
        "hinge x"
      ]
    },
    {
      "rank": 136,
      "service": "Amazon Prime",
      "category": "Shopping & Delivery",
      "subcategory": "Retail membership",
      "subscription_or_plan": "Amazon Prime",
      "us_availability": "United States",
      "website": "https://www.amazon.com/amazonprime",
      "source_url": "https://www.amazon.com/amazonprime",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "$14.99/mo or $139/yr",
      "starting_monthly_usd": 14.99,
      "starting_annual_usd": 139,
      "price_basis": "Public list price; retail membership",
      "price_notes": "Discounted Prime Access and Student tiers available.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.amazon.com/gp/help/customer/display.html?nodeId=G34EUPKVMYFW8N2U",
      "bank_statement_name_variables": [
        "AMAZON PRIME",
        "AMZN PRIME",
        "AMAZON.COM",
        "PRIME MEMBERSHIP",
        "AMAZONPRIME",
        "AMAZON",
        "AMAZON PRIME SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "amazon prime",
        "prime membership",
        "prime"
      ]
    },
    {
      "rank": 137,
      "service": "Walmart+",
      "category": "Shopping & Delivery",
      "subcategory": "Retail membership",
      "subscription_or_plan": "Walmart+",
      "us_availability": "United States",
      "website": "https://www.walmart.com/plus",
      "source_url": "https://www.walmart.com/plus",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "$12.95/mo or $98/yr",
      "starting_monthly_usd": 12.95,
      "starting_annual_usd": 98,
      "price_basis": "Public list price; retail/delivery membership",
      "price_notes": "Assist/student/partner offers may differ.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.walmart.com/help/article/walmart-membership/534c4edc29204a6bb15145a61146bf51",
      "bank_statement_name_variables": [
        "WALMART PLUS",
        "WALMART+",
        "WALMART.COM",
        "WALMART MEMBERSHIP",
        "WALMART",
        "WALMARTPLUS",
        "WALMART+ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "walmart plus",
        "walmart+",
        "walmart membership"
      ]
    },
    {
      "rank": 138,
      "service": "Target Circle 360",
      "category": "Shopping & Delivery",
      "subcategory": "Retail membership",
      "subscription_or_plan": "Target Circle 360",
      "us_availability": "United States",
      "website": "https://www.target.com/circle/target-circle-360",
      "source_url": "https://www.target.com/circle/target-circle-360",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "$10.99/mo or $99/yr",
      "starting_monthly_usd": 10.99,
      "starting_annual_usd": 99,
      "price_basis": "Public list price; retail/delivery membership",
      "price_notes": "Discounts may apply for Target Circle Card holders/promos.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.target.com/l/target-circle-360/-/N-2rguk",
      "bank_statement_name_variables": [
        "TARGET CIRCLE",
        "TARGET CIRCLE 360",
        "TARGET.COM",
        "SHIPT TARGET",
        "TARGETCIRCLE360",
        "TARGET",
        "TARGET CIRCLE 360 SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "target circle 360",
        "target circle",
        "target delivery"
      ]
    },
    {
      "rank": 139,
      "service": "Costco",
      "category": "Warehouse Clubs",
      "subcategory": "Retail membership",
      "subscription_or_plan": "Costco Membership",
      "us_availability": "United States",
      "website": "https://www.costco.com/join-costco.html",
      "source_url": "https://www.costco.com/join-costco.html",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "$65/yr Gold Star; $130/yr Executive",
      "starting_monthly_usd": null,
      "starting_annual_usd": 65,
      "price_basis": "Public list price; warehouse club membership",
      "price_notes": "Executive upgrade adds $65/year.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.costco.com/f/-/join-costco/",
      "bank_statement_name_variables": [
        "COSTCO",
        "COSTCO MEMBERSHIP",
        "COSTCO WHSE",
        "COSTCO.COM",
        "COSTCO SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "costco",
        "costco membership"
      ]
    },
    {
      "rank": 140,
      "service": "Sam's Club",
      "category": "Warehouse Clubs",
      "subcategory": "Retail membership",
      "subscription_or_plan": "Sam's Club Membership",
      "us_availability": "United States",
      "website": "https://www.samsclub.com/join",
      "source_url": "https://www.samsclub.com/join",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "$60/yr Club; $120/yr Plus",
      "starting_monthly_usd": null,
      "starting_annual_usd": 60,
      "price_basis": "Public list price; warehouse club membership",
      "price_notes": "2026 price increase/promo offers can affect new-member checkout.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://help.samsclub.com/app/answers/detail/a_id/382/",
      "bank_statement_name_variables": [
        "SAMS CLUB",
        "SAM'S CLUB",
        "SAMS MEMBERSHIP",
        "SAMSCLUB.COM",
        "SAMSCLUB",
        "SAM'S CLUB SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "sams club",
        "sam's club",
        "sams membership"
      ]
    },
    {
      "rank": 141,
      "service": "BJ's Wholesale Club",
      "category": "Warehouse Clubs",
      "subcategory": "Retail membership",
      "subscription_or_plan": "BJ's Membership",
      "us_availability": "United States",
      "website": "https://www.bjs.com/membership",
      "source_url": "https://www.bjs.com/membership",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "Typically $60/yr Club; Club+ higher",
      "starting_monthly_usd": null,
      "starting_annual_usd": 60,
      "price_basis": "Public list price; warehouse club membership",
      "price_notes": "Promos and higher rewards tier vary.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.bjs.com/membership",
      "bank_statement_name_variables": [
        "BJS WHOLESALE",
        "BJ'S WHOLESALE CLUB",
        "BJS MEMBERSHIP",
        "BJSWHOLESALECLUB",
        "BJS",
        "BJS.COM",
        "BJ'S WHOLESALE CLUB SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "bjs",
        "bj's",
        "bj's membership",
        "bj's wholesale club"
      ]
    },
    {
      "rank": 142,
      "service": "Instacart+",
      "category": "Grocery & Delivery",
      "subcategory": "Grocery delivery",
      "subscription_or_plan": "Instacart+",
      "us_availability": "United States",
      "website": "https://www.instacart.com/instacart-plus",
      "source_url": "https://www.instacart.com/instacart-plus",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "$9.99/mo or $99/yr",
      "starting_monthly_usd": 9.99,
      "starting_annual_usd": 99,
      "price_basis": "Public list price; grocery delivery membership",
      "price_notes": "Retailer-specific fees and service fees still may apply.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.instacart.com/instacart-plus",
      "bank_statement_name_variables": [
        "INSTACART PLUS",
        "INSTACART+",
        "INSTACART",
        "MAPLEBEAR",
        "INSTACARTPLUS",
        "INSTACART.COM",
        "INSTACART+ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "instacart plus",
        "instacart+"
      ]
    },
    {
      "rank": 143,
      "service": "DoorDash DashPass",
      "category": "Food Delivery",
      "subcategory": "Delivery membership",
      "subscription_or_plan": "DashPass",
      "us_availability": "United States",
      "website": "https://www.doordash.com/dashpass/",
      "source_url": "https://www.doordash.com/dashpass/",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "$9.99/mo or $96/yr",
      "starting_monthly_usd": 9.99,
      "starting_annual_usd": 96,
      "price_basis": "Public list price; delivery membership",
      "price_notes": "Some partner perks/promos may alter value.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.doordash.com/dashpass/",
      "bank_statement_name_variables": [
        "DOORDASH",
        "DASHPASS",
        "DOORDASH DASHPASS",
        "DOORDASHDASHPASS",
        "DOORDASH.COM",
        "DOORDASH DASHPASS SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "dashpass",
        "doordash pass",
        "doordash dashpass"
      ]
    },
    {
      "rank": 144,
      "service": "Uber One",
      "category": "Food & Rides",
      "subcategory": "Delivery/rides membership",
      "subscription_or_plan": "Uber One",
      "us_availability": "United States",
      "website": "https://www.uber.com/us/en/u/uber-one/",
      "source_url": "https://www.uber.com/us/en/u/uber-one/",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "$9.99/mo or $96/yr",
      "starting_monthly_usd": 9.99,
      "starting_annual_usd": 96,
      "price_basis": "Public list price; food/rides membership",
      "price_notes": "Student and partner pricing may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.uber.com/us/en/u/uber-one/",
      "bank_statement_name_variables": [
        "UBER ONE",
        "UBER",
        "UBER EATS",
        "UBER TECHNOLOGIES",
        "UBERONE",
        "UBER.COM",
        "UBER ONE SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "uber one",
        "uber eats pass"
      ]
    },
    {
      "rank": 145,
      "service": "Grubhub+",
      "category": "Food Delivery",
      "subcategory": "Delivery membership",
      "subscription_or_plan": "Grubhub+",
      "us_availability": "United States",
      "website": "https://www.grubhub.com/plus",
      "source_url": "https://www.grubhub.com/plus",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "$9.99/mo",
      "starting_monthly_usd": 9.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; delivery membership",
      "price_notes": "Amazon Prime members may receive Grubhub+ perk in some periods.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.grubhub.com/plus",
      "bank_statement_name_variables": [
        "GRUBHUB PLUS",
        "GRUBHUB+",
        "GRUBHUB",
        "GRUBHUBPLUS",
        "GRUBHUB.COM",
        "GRUBHUB+ SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "grubhub plus",
        "grubhub+"
      ]
    },
    {
      "rank": 146,
      "service": "Shipt",
      "category": "Grocery & Delivery",
      "subcategory": "Same-day delivery",
      "subscription_or_plan": "Shipt membership",
      "us_availability": "United States",
      "website": "https://www.shipt.com/membership/",
      "source_url": "https://www.shipt.com/membership/",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "$10.99/mo or $99/yr",
      "starting_monthly_usd": 10.99,
      "starting_annual_usd": 99,
      "price_basis": "Public list price; grocery delivery membership",
      "price_notes": "Retailer partner memberships vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.shipt.com/membership/",
      "bank_statement_name_variables": [
        "SHIPT",
        "SHIPT MEMBERSHIP",
        "TARGET SHIPT",
        "SHIPT.COM",
        "SHIPT SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "shipt"
      ]
    },
    {
      "rank": 147,
      "service": "Kroger Boost",
      "category": "Grocery & Delivery",
      "subcategory": "Grocery delivery",
      "subscription_or_plan": "Kroger Boost",
      "us_availability": "United States",
      "website": "https://www.kroger.com/pr/boost",
      "source_url": "https://www.kroger.com/pr/boost",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "$59/yr Boost or $99/yr Boost with 2-hour delivery",
      "starting_monthly_usd": null,
      "starting_annual_usd": 59,
      "price_basis": "Public list price; grocery delivery membership",
      "price_notes": "Availability depends on Kroger banner and ZIP code.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.kroger.com/pr/boost",
      "bank_statement_name_variables": [
        "KROGER BOOST",
        "KROGER",
        "BOOST MEMBERSHIP",
        "KROGERBOOST",
        "KROGER.COM",
        "KROGER BOOST SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "kroger boost",
        "boost"
      ]
    },
    {
      "rank": 148,
      "service": "Thrive Market",
      "category": "Grocery & Delivery",
      "subcategory": "Online grocery",
      "subscription_or_plan": "Thrive Market membership",
      "us_availability": "United States",
      "website": "https://thrivemarket.com/",
      "source_url": "https://thrivemarket.com/",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "$12/mo or $59.95/yr",
      "starting_monthly_usd": 12,
      "starting_annual_usd": 59.95,
      "price_basis": "Public list price; grocery membership",
      "price_notes": "Student/teacher/family assistance options may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://thrivemarket.com/membership",
      "bank_statement_name_variables": [
        "THRIVE MARKET",
        "THRIVEMARKET",
        "THRIVEMARKET.COM",
        "THRIVE MARKET SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "thrive market"
      ]
    },
    {
      "rank": 149,
      "service": "Misfits Market",
      "category": "Grocery & Delivery",
      "subcategory": "Produce/grocery box",
      "subscription_or_plan": "Misfits Market",
      "us_availability": "United States",
      "website": "https://www.misfitsmarket.com/",
      "source_url": "https://www.misfitsmarket.com/",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "No fixed membership fee; order prices and minimums vary",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable grocery box ordering",
      "price_notes": "Not a traditional subscription fee.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.misfitsmarket.com/",
      "bank_statement_name_variables": [
        "MISFITS MARKET",
        "MISFITSMARKET",
        "MISFITSMARKET.COM",
        "MISFITS MARKET SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "misfits market",
        "misfits box"
      ]
    },
    {
      "rank": 150,
      "service": "Imperfect Foods",
      "category": "Grocery & Delivery",
      "subcategory": "Grocery delivery",
      "subscription_or_plan": "Imperfect Foods",
      "us_availability": "United States",
      "website": "https://www.imperfectfoods.com/",
      "source_url": "https://www.imperfectfoods.com/",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "No fixed membership fee; order prices and minimums vary",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable grocery box ordering",
      "price_notes": "Not a traditional subscription fee; now owned by Misfits Market.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.imperfectfoods.com/",
      "bank_statement_name_variables": [
        "IMPERFECT FOODS",
        "IMPERFECTFOODS",
        "IMPERFECTFOODS.COM",
        "IMPERFECT FOODS SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "imperfect foods",
        "imperfect box"
      ]
    },
    {
      "rank": 151,
      "service": "Chewy Autoship",
      "category": "Pet Retail",
      "subcategory": "Pet product autoship",
      "subscription_or_plan": "Chewy Autoship",
      "us_availability": "United States",
      "website": "https://www.chewy.com/app/content/autoship",
      "source_url": "https://www.chewy.com/app/content/autoship",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "No membership fee; discount/recurring-order price varies by item",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Recurring order discount, not paid membership",
      "price_notes": "Autoship discounts vary by item and promotion.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.chewy.com/app/content/autoship",
      "bank_statement_name_variables": [
        "CHEWY",
        "CHEWY AUTOSHIP",
        "CHEWY.COM",
        "CHEWYAUTOSHIP",
        "CHEWY AUTOSHIP SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "chewy autoship",
        "chewy subscription"
      ]
    },
    {
      "rank": 152,
      "service": "Petco Vital Care Premier",
      "category": "Pet Retail",
      "subcategory": "Pet care membership",
      "subscription_or_plan": "Vital Care Premier",
      "us_availability": "United States",
      "website": "https://www.petco.com/shop/en/petcostore/c/vitalcare",
      "source_url": "https://www.petco.com/shop/en/petcostore/c/vitalcare",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "$19.99/mo for dogs/cats; other animal plans may differ",
      "starting_monthly_usd": 19.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; pet wellness membership",
      "price_notes": "Benefits differ by pet type.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.petco.com/shop/en/petcostore/c/vital-care",
      "bank_statement_name_variables": [
        "PETCO VITAL CARE",
        "PETCO",
        "VITAL CARE PREMIER",
        "PETCO VITAL CARE PREMIER",
        "PETCOVITALCAREPREMIER",
        "PETCO.COM",
        "PETCO VITAL CARE PREMIER SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "petco vital care",
        "vital care",
        "petco vital care premier"
      ]
    },
    {
      "rank": 153,
      "service": "PetSmart Treats Rewards VIPP",
      "category": "Pet Retail",
      "subcategory": "Pet care membership",
      "subscription_or_plan": "Treats Rewards VIPP",
      "us_availability": "United States",
      "website": "https://www.petsmart.com/treats-rewards-vipp.html",
      "source_url": "https://www.petsmart.com/treats-rewards-vipp.html",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "Around $14.99/mo; plan details may vary",
      "starting_monthly_usd": 14.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; pet membership",
      "price_notes": "Pricing/availability may change by PetSmart program terms.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.petsmart.com/treats-rewards.html",
      "bank_statement_name_variables": [
        "PETSMART",
        "PETSMART TREATS",
        "TREATS VIPP",
        "PETSMART TREATS REWARDS VIPP",
        "PETSMARTTREATSREWARDSVIPP",
        "PETSMART.COM",
        "PETSMART TREATS REWARDS VIPP SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "petsmart treats",
        "treats vipp",
        "petsmart vipp",
        "petsmart treats rewards vipp"
      ]
    },
    {
      "rank": 154,
      "service": "GameStop Pro",
      "category": "Retail Memberships",
      "subcategory": "Gaming retail",
      "subscription_or_plan": "GameStop Pro",
      "us_availability": "United States",
      "website": "https://www.gamestop.com/pro/",
      "source_url": "https://www.gamestop.com/pro/",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "$25/yr",
      "starting_monthly_usd": null,
      "starting_annual_usd": 25,
      "price_basis": "Public list price; retail membership",
      "price_notes": "Promos may reduce first-year price.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.gamestop.com/pro/",
      "bank_statement_name_variables": [
        "GAMESTOP PRO",
        "GAMESTOP",
        "GS PRO",
        "GAMESTOPPRO",
        "GAMESTOP.COM",
        "GAMESTOP PRO SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "gamestop pro",
        "gs pro"
      ]
    },
    {
      "rank": 155,
      "service": "Barnes & Noble Membership",
      "category": "Retail Memberships",
      "subcategory": "Books retail",
      "subscription_or_plan": "B&N Membership",
      "us_availability": "United States",
      "website": "https://www.barnesandnoble.com/membership",
      "source_url": "https://www.barnesandnoble.com/membership",
      "ranking_basis": "Major U.S. shopping, grocery, and delivery memberships; curated within category",
      "current_known_price_us": "$39.99/yr Premium Membership; free Rewards tier also available",
      "starting_monthly_usd": null,
      "starting_annual_usd": 39.99,
      "price_basis": "Public list price; retail membership",
      "price_notes": "Legacy memberships may differ.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.barnesandnoble.com/membership",
      "bank_statement_name_variables": [
        "BARNES & NOBLE",
        "B&N MEMBERSHIP",
        "BN.COM",
        "BARNESNOBLE",
        "BARNES & NOBLE MEMBERSHIP",
        "BARNESNOBLEMEMBERSHIP",
        "BARNESANDNOBLE",
        "BARNESANDNOBLE.COM",
        "BARNES & NOBLE MEMBERSHIP SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "barnes and noble membership",
        "b&n membership",
        "bn membership",
        "barnes & noble membership"
      ]
    },
    {
      "rank": 156,
      "service": "HelloFresh",
      "category": "Food & Meal Kits",
      "subcategory": "Meal kits",
      "subscription_or_plan": "HelloFresh",
      "us_availability": "United States",
      "website": "https://www.hellofresh.com/",
      "source_url": "https://www.hellofresh.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Variable per box; typical meal-kit pricing starts around $9.99/serving before promos/shipping",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable meal kit pricing",
      "price_notes": "Plan price depends on meals, servings, add-ons, shipping, and promotions.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.hellofresh.com/plans",
      "bank_statement_name_variables": [
        "HELLOFRESH",
        "HELLOFRESH.COM",
        "HELLOFRESH SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "hellofresh",
        "hello fresh"
      ]
    },
    {
      "rank": 157,
      "service": "Blue Apron",
      "category": "Food & Meal Kits",
      "subcategory": "Meal kits",
      "subscription_or_plan": "Blue Apron",
      "us_availability": "United States",
      "website": "https://www.blueapron.com/",
      "source_url": "https://www.blueapron.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Variable meal-kit pricing; Blue Apron Plus loyalty membership about $10/mo",
      "starting_monthly_usd": 10,
      "starting_annual_usd": null,
      "price_basis": "Variable meal kit pricing / optional loyalty membership",
      "price_notes": "Meal price depends on servings/recipes; loyalty plan offsets shipping.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.blueapron.com/pricing",
      "bank_statement_name_variables": [
        "BLUE APRON",
        "BLUEAPRON",
        "BLUEAPRON.COM",
        "BLUE APRON SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "blue apron"
      ]
    },
    {
      "rank": 158,
      "service": "Home Chef",
      "category": "Food & Meal Kits",
      "subcategory": "Meal kits",
      "subscription_or_plan": "Home Chef",
      "us_availability": "United States",
      "website": "https://www.homechef.com/",
      "source_url": "https://www.homechef.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Variable per box; meals often start around $9.99/serving",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable meal kit pricing",
      "price_notes": "Plan price depends on meals, servings, add-ons, shipping, and promotions.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.homechef.com/",
      "bank_statement_name_variables": [
        "HOME CHEF",
        "HOMECHEF",
        "HOMECHEF.COM",
        "HOME CHEF SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "home chef"
      ]
    },
    {
      "rank": 159,
      "service": "Marley Spoon",
      "category": "Food & Meal Kits",
      "subcategory": "Meal kits",
      "subscription_or_plan": "Marley Spoon",
      "us_availability": "United States",
      "website": "https://marleyspoon.com/",
      "source_url": "https://marleyspoon.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Variable per box; pricing generally per serving and plan size",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable meal kit pricing",
      "price_notes": "Plan price depends on meals, servings, add-ons, shipping, and promotions.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://marleyspoon.com/",
      "bank_statement_name_variables": [
        "MARLEY SPOON",
        "MARLEYSPOON",
        "MARLEYSPOON.COM",
        "MARLEY SPOON SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "marley spoon"
      ]
    },
    {
      "rank": 160,
      "service": "Dinnerly",
      "category": "Food & Meal Kits",
      "subcategory": "Budget meal kits",
      "subscription_or_plan": "Dinnerly",
      "us_availability": "United States",
      "website": "https://dinnerly.com/",
      "source_url": "https://dinnerly.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Variable per box; budget meal kits often start around $4.99/serving before shipping",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable meal kit pricing",
      "price_notes": "Plan price depends on meals, servings, add-ons, shipping, and promotions.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://dinnerly.com/",
      "bank_statement_name_variables": [
        "DINNERLY",
        "DINNERLY.COM",
        "DINNERLY SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "dinnerly"
      ]
    },
    {
      "rank": 161,
      "service": "EveryPlate",
      "category": "Food & Meal Kits",
      "subcategory": "Budget meal kits",
      "subscription_or_plan": "EveryPlate",
      "us_availability": "United States",
      "website": "https://www.everyplate.com/",
      "source_url": "https://www.everyplate.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Variable per box; budget meal kits often start around $4.99/serving before shipping",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable meal kit pricing",
      "price_notes": "Plan price depends on meals, servings, add-ons, shipping, and promotions.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.everyplate.com/",
      "bank_statement_name_variables": [
        "EVERYPLATE",
        "EVERYPLATE.COM",
        "EVERYPLATE SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "everyplate"
      ]
    },
    {
      "rank": 162,
      "service": "Green Chef",
      "category": "Food & Meal Kits",
      "subcategory": "Meal kits",
      "subscription_or_plan": "Green Chef",
      "us_availability": "United States",
      "website": "https://www.greenchef.com/",
      "source_url": "https://www.greenchef.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Variable per box; organic/specialty meal kits often start around $11.99/serving",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable meal kit pricing",
      "price_notes": "Plan price depends on meals, servings, add-ons, shipping, and promotions.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.greenchef.com/",
      "bank_statement_name_variables": [
        "GREEN CHEF",
        "GREENCHEF",
        "GREENCHEF.COM",
        "GREEN CHEF SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "green chef"
      ]
    },
    {
      "rank": 163,
      "service": "Purple Carrot",
      "category": "Food & Meal Kits",
      "subcategory": "Plant-based meal kits",
      "subscription_or_plan": "Purple Carrot",
      "us_availability": "United States",
      "website": "https://www.purplecarrot.com/",
      "source_url": "https://www.purplecarrot.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Variable per box; plant-based meal kits often around $11+/serving",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable meal kit pricing",
      "price_notes": "Plan price depends on meals, servings, add-ons, shipping, and promotions.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.purplecarrot.com/",
      "bank_statement_name_variables": [
        "PURPLE CARROT",
        "PURPLECARROT",
        "PURPLECARROT.COM",
        "PURPLE CARROT SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "purple carrot"
      ]
    },
    {
      "rank": 164,
      "service": "Sunbasket",
      "category": "Food & Meal Kits",
      "subcategory": "Meal kits",
      "subscription_or_plan": "Sunbasket",
      "us_availability": "United States",
      "website": "https://sunbasket.com/",
      "source_url": "https://sunbasket.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Variable per box; meal kits/prepared meals commonly start around $11+/serving",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable meal kit pricing",
      "price_notes": "Plan price depends on meals, servings, add-ons, shipping, and promotions.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://sunbasket.com/",
      "bank_statement_name_variables": [
        "SUNBASKET",
        "SUNBASKET.COM",
        "SUNBASKET SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "sunbasket"
      ]
    },
    {
      "rank": 165,
      "service": "Factor",
      "category": "Prepared Meals",
      "subcategory": "Prepared meals",
      "subscription_or_plan": "Factor",
      "us_availability": "United States",
      "website": "https://www.factor75.com/",
      "source_url": "https://www.factor75.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Variable per box; prepared meals commonly start around $11–$13/meal depending quantity",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable prepared meal pricing",
      "price_notes": "Plan price depends on meal count and promotions.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.factor75.com/",
      "bank_statement_name_variables": [
        "FACTOR",
        "FACTOR75",
        "FACTOR75.COM",
        "FACTOR SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "factor",
        "factor meals",
        "factor75"
      ]
    },
    {
      "rank": 166,
      "service": "CookUnity",
      "category": "Prepared Meals",
      "subcategory": "Prepared meals",
      "subscription_or_plan": "CookUnity",
      "us_availability": "United States",
      "website": "https://www.cookunity.com/",
      "source_url": "https://www.cookunity.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Variable per box; prepared meals commonly start around $11+/meal depending quantity",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable prepared meal pricing",
      "price_notes": "Plan price depends on meal count and market.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.cookunity.com/",
      "bank_statement_name_variables": [
        "COOKUNITY",
        "COOKUNITY.COM",
        "COOKUNITY SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "cookunity"
      ]
    },
    {
      "rank": 167,
      "service": "Fresh N Lean",
      "category": "Prepared Meals",
      "subcategory": "Prepared meals",
      "subscription_or_plan": "Fresh N Lean",
      "us_availability": "United States",
      "website": "https://www.freshnlean.com/",
      "source_url": "https://www.freshnlean.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Variable per box; prepared meals commonly start around $10+/meal depending plan",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable prepared meal pricing",
      "price_notes": "Plan price depends on meal count/diet plan and promotions.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.freshnlean.com/",
      "bank_statement_name_variables": [
        "FRESH N LEAN",
        "FRESHNLEAN",
        "FRESHNLEAN.COM",
        "FRESH N LEAN SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "fresh n lean",
        "fresh n' lean"
      ]
    },
    {
      "rank": 168,
      "service": "Hungryroot",
      "category": "Food & Meal Kits",
      "subcategory": "Groceries/meal planning",
      "subscription_or_plan": "Hungryroot",
      "us_availability": "United States",
      "website": "https://www.hungryroot.com/",
      "source_url": "https://www.hungryroot.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Variable weekly grocery/meal plan; starting plans often around $70+/week",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable grocery/meal subscription",
      "price_notes": "Plan price depends on household size, items, credits, and promotions.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.hungryroot.com/",
      "bank_statement_name_variables": [
        "HUNGRYROOT",
        "HUNGRYROOT.COM",
        "HUNGRYROOT SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "hungryroot"
      ]
    },
    {
      "rank": 169,
      "service": "Daily Harvest",
      "category": "Prepared Meals",
      "subcategory": "Frozen plant-based food",
      "subscription_or_plan": "Daily Harvest",
      "us_availability": "United States",
      "website": "https://www.daily-harvest.com/",
      "source_url": "https://www.daily-harvest.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Variable item pricing; subscription boxes depend on quantity/items",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable prepared meal/smoothie pricing",
      "price_notes": "Items and box size determine total.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.daily-harvest.com/",
      "bank_statement_name_variables": [
        "DAILY HARVEST",
        "DAILYHARVEST",
        "DAILY-HARVEST",
        "DAILY-HARVEST.COM",
        "DAILY HARVEST SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "daily harvest"
      ]
    },
    {
      "rank": 170,
      "service": "Tovala",
      "category": "Prepared Meals",
      "subcategory": "Smart oven meals",
      "subscription_or_plan": "Tovala meals",
      "us_availability": "United States",
      "website": "https://www.tovala.com/",
      "source_url": "https://www.tovala.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Variable prepared meal pricing; meals often around $9.99+/meal",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable prepared meal pricing",
      "price_notes": "Oven bundles and weekly meals may affect pricing.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.tovala.com/",
      "bank_statement_name_variables": [
        "TOVALA",
        "TOVALA.COM",
        "TOVALA SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "tovala"
      ]
    },
    {
      "rank": 171,
      "service": "MistoBox",
      "category": "Coffee & Tea",
      "subcategory": "Coffee subscription",
      "subscription_or_plan": "MistoBox",
      "us_availability": "United States",
      "website": "https://mistobox.com/",
      "source_url": "https://mistobox.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Variable coffee subscription; bags typically start around $12–$16 each",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable coffee subscription",
      "price_notes": "Price varies by roast, bag size, frequency, and gift plan.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.mistobox.com/",
      "bank_statement_name_variables": [
        "MISTOBOX",
        "MISTOBOX.COM",
        "MISTOBOX SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "mistobox"
      ]
    },
    {
      "rank": 172,
      "service": "Trade Coffee",
      "category": "Coffee & Tea",
      "subcategory": "Coffee subscription",
      "subscription_or_plan": "Trade Coffee",
      "us_availability": "United States",
      "website": "https://www.drinktrade.com/",
      "source_url": "https://www.drinktrade.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Variable coffee subscription; bags commonly start around $15–$20 each",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable coffee subscription",
      "price_notes": "Price varies by coffee, bag size, roaster, and frequency.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.drinktrade.com/",
      "bank_statement_name_variables": [
        "TRADE COFFEE",
        "TRADECOFFEE",
        "DRINKTRADE",
        "DRINKTRADE.COM",
        "TRADE COFFEE SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "trade coffee"
      ]
    },
    {
      "rank": 173,
      "service": "Atlas Coffee Club",
      "category": "Coffee & Tea",
      "subcategory": "Coffee subscription",
      "subscription_or_plan": "Atlas Coffee Club",
      "us_availability": "United States",
      "website": "https://atlascoffeeclub.com/",
      "source_url": "https://atlascoffeeclub.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Starts with promos as low as $7 first bag; ongoing pricing varies by bag size/frequency",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable coffee subscription",
      "price_notes": "Intro pricing and bag configuration change total.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://atlascoffeeclub.com/",
      "bank_statement_name_variables": [
        "ATLAS COFFEE CLUB",
        "ATLASCOFFEECLUB",
        "ATLASCOFFEECLUB.COM",
        "ATLAS COFFEE CLUB SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "atlas coffee",
        "atlas coffee club"
      ]
    },
    {
      "rank": 174,
      "service": "Bean Box",
      "category": "Coffee & Tea",
      "subcategory": "Coffee subscription",
      "subscription_or_plan": "Bean Box",
      "us_availability": "United States",
      "website": "https://beanbox.com/",
      "source_url": "https://beanbox.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Variable coffee subscription; sampler/full-bag plans priced by product/frequency",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable coffee subscription",
      "price_notes": "Gifts and subscriptions differ.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://beanbox.com/",
      "bank_statement_name_variables": [
        "BEAN BOX",
        "BEANBOX",
        "BEANBOX.COM",
        "BEAN BOX SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "bean box"
      ]
    },
    {
      "rank": 175,
      "service": "Universal Yums",
      "category": "Snacks",
      "subcategory": "International snack box",
      "subscription_or_plan": "Universal Yums",
      "us_availability": "United States",
      "website": "https://www.universalyums.com/",
      "source_url": "https://www.universalyums.com/",
      "ranking_basis": "U.S. meal kit, prepared food, coffee, and snack subscriptions; curated from current editorial/brand sources",
      "current_known_price_us": "Starts around $18/mo for snack box; larger boxes cost more",
      "starting_monthly_usd": 18,
      "starting_annual_usd": null,
      "price_basis": "Public list price; snack box starting tier",
      "price_notes": "Box size and prepaid terms affect price.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.universalyums.com/",
      "bank_statement_name_variables": [
        "UNIVERSAL YUMS",
        "UNIVERSALYUMS",
        "UNIVERSALYUMS.COM",
        "UNIVERSAL YUMS SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "universal yums",
        "yums box"
      ]
    },
    {
      "rank": 176,
      "service": "Peloton App",
      "category": "Fitness & Wellness",
      "subcategory": "Connected fitness",
      "subscription_or_plan": "Peloton App",
      "us_availability": "United States",
      "website": "https://www.onepeloton.com/app",
      "source_url": "https://www.onepeloton.com/app",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "$12.99/mo App One; App+ and All-Access Membership higher",
      "starting_monthly_usd": 12.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; fitness app tier",
      "price_notes": "Equipment All-Access pricing differs.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.onepeloton.com/membership",
      "bank_statement_name_variables": [
        "PELOTON",
        "ONEPELOTON",
        "PELOTON APP",
        "PELOTONAPP",
        "ONEPELOTON.COM",
        "PELOTON APP SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "peloton",
        "peloton app"
      ]
    },
    {
      "rank": 177,
      "service": "ClassPass",
      "category": "Fitness & Wellness",
      "subcategory": "Fitness class credits",
      "subscription_or_plan": "ClassPass",
      "us_availability": "United States",
      "website": "https://classpass.com/",
      "source_url": "https://classpass.com/",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "Variable credit plans; price depends on city and credit pack",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable fitness credit membership",
      "price_notes": "Local market, credits, and partner studios determine price.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://classpass.com/plans",
      "bank_statement_name_variables": [
        "CLASSPASS",
        "CLASS PASS",
        "CLASSPASS.COM",
        "CLASSPASS SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "classpass",
        "class pass"
      ]
    },
    {
      "rank": 178,
      "service": "Apple Fitness+",
      "category": "Fitness & Wellness",
      "subcategory": "Workout streaming",
      "subscription_or_plan": "Apple Fitness+",
      "us_availability": "United States",
      "website": "https://www.apple.com/apple-fitness-plus/",
      "source_url": "https://www.apple.com/apple-fitness-plus/",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "$9.99/mo or $79.99/yr",
      "starting_monthly_usd": 9.99,
      "starting_annual_usd": 79.99,
      "price_basis": "Public list price; Apple service",
      "price_notes": "May be bundled in Apple One Premier.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.apple.com/apple-fitness-plus/",
      "bank_statement_name_variables": [
        "APPLE.COM/BILL",
        "APPLE FITNESS",
        "APPLE FITNESS PLUS",
        "APPLE SERVICES",
        "APPLE FITNESS+",
        "APPLEFITNESS",
        "APPLE FITNESSPLUS",
        "APPLE",
        "APPLE.COM"
      ],
      "known_names_and_slang": [
        "apple fitness plus",
        "fitness+",
        "apple fitness+"
      ]
    },
    {
      "rank": 179,
      "service": "Strava",
      "category": "Fitness & Wellness",
      "subcategory": "Fitness tracking",
      "subscription_or_plan": "Strava Subscription",
      "us_availability": "United States",
      "website": "https://www.strava.com/subscribe",
      "source_url": "https://www.strava.com/subscribe",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "$11.99/mo or $79.99/yr",
      "starting_monthly_usd": 11.99,
      "starting_annual_usd": 79.99,
      "price_basis": "Public list price; fitness app",
      "price_notes": "Regional/app-store pricing may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.strava.com/subscribe",
      "bank_statement_name_variables": [
        "STRAVA",
        "STRAVA.COM",
        "STRAVA SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "strava"
      ]
    },
    {
      "rank": 180,
      "service": "Fitbit Premium",
      "category": "Fitness & Wellness",
      "subcategory": "Fitness/health insights",
      "subscription_or_plan": "Fitbit Premium",
      "us_availability": "United States",
      "website": "https://www.fitbit.com/global/us/products/services/premium",
      "source_url": "https://www.fitbit.com/global/us/products/services/premium",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "$9.99/mo or $79.99/yr",
      "starting_monthly_usd": 9.99,
      "starting_annual_usd": 79.99,
      "price_basis": "Public list price; wellness app",
      "price_notes": "Fitbit device purchase may include trial.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.fitbit.com/global/us/products/services/premium",
      "bank_statement_name_variables": [
        "FITBIT",
        "FITBIT PREMIUM",
        "GOOGLE FITBIT",
        "FITBITPREMIUM",
        "FITBIT.COM",
        "FITBIT PREMIUM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "fitbit premium",
        "fitbit"
      ]
    },
    {
      "rank": 181,
      "service": "MyFitnessPal Premium",
      "category": "Fitness & Wellness",
      "subcategory": "Nutrition tracking",
      "subscription_or_plan": "MyFitnessPal Premium",
      "us_availability": "United States",
      "website": "https://www.myfitnesspal.com/premium",
      "source_url": "https://www.myfitnesspal.com/premium",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "$19.99/mo or $79.99/yr",
      "starting_monthly_usd": 19.99,
      "starting_annual_usd": 79.99,
      "price_basis": "Public list price; nutrition app",
      "price_notes": "Promotional pricing and app-store pricing may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.myfitnesspal.com/premium",
      "bank_statement_name_variables": [
        "MYFITNESSPAL",
        "MYFITNESSPAL PREMIUM",
        "MFP",
        "MYFITNESSPALPREMIUM",
        "MYFITNESSPAL.COM",
        "MYFITNESSPAL PREMIUM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "myfitnesspal",
        "mfp premium",
        "mfp",
        "myfitnesspal premium"
      ]
    },
    {
      "rank": 182,
      "service": "Noom",
      "category": "Fitness & Wellness",
      "subcategory": "Weight management",
      "subscription_or_plan": "Noom",
      "us_availability": "United States",
      "website": "https://www.noom.com/",
      "source_url": "https://www.noom.com/",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "Variable coaching/weight-loss plan; frequently quoted monthly or multi-month plans",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable wellness subscription",
      "price_notes": "Personalized pricing and intro offers vary.",
      "price_confidence": "Quote-based / needs vendor confirmation",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.noom.com/",
      "bank_statement_name_variables": [
        "NOOM",
        "NOOM.COM",
        "NOOM INC",
        "NOOM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "noom"
      ]
    },
    {
      "rank": 183,
      "service": "WW",
      "category": "Fitness & Wellness",
      "subcategory": "Weight management",
      "subscription_or_plan": "WeightWatchers membership",
      "us_availability": "United States",
      "website": "https://www.weightwatchers.com/us/plans",
      "source_url": "https://www.weightwatchers.com/us/plans",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "Variable/promotional; membership plans often priced weekly/monthly by plan",
      "starting_monthly_usd": null,
      "starting_annual_usd": null,
      "price_basis": "Variable weight-loss membership",
      "price_notes": "Promotions and workshop/digital plan differences are common.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.weightwatchers.com/us/plans",
      "bank_statement_name_variables": [
        "WEIGHT WATCHERS",
        "WW",
        "WW INTERNATIONAL",
        "WEIGHTWATCHERS",
        "WEIGHTWATCHERS.COM",
        "WW SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "ww",
        "weight watchers"
      ]
    },
    {
      "rank": 184,
      "service": "Headspace",
      "category": "Meditation & Wellness",
      "subcategory": "Meditation",
      "subscription_or_plan": "Headspace",
      "us_availability": "United States",
      "website": "https://www.headspace.com/",
      "source_url": "https://www.headspace.com/",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "$12.99/mo or $69.99/yr",
      "starting_monthly_usd": 12.99,
      "starting_annual_usd": 69.99,
      "price_basis": "Public list price; meditation app",
      "price_notes": "Student/family plans may differ.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.headspace.com/pricing",
      "bank_statement_name_variables": [
        "HEADSPACE",
        "HEADSPACE.COM",
        "HEADSPACE SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "headspace"
      ]
    },
    {
      "rank": 185,
      "service": "Calm",
      "category": "Meditation & Wellness",
      "subcategory": "Meditation/sleep",
      "subscription_or_plan": "Calm Premium",
      "us_availability": "United States",
      "website": "https://www.calm.com/premium",
      "source_url": "https://www.calm.com/premium",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "$14.99/mo or $69.99/yr Premium",
      "starting_monthly_usd": 14.99,
      "starting_annual_usd": 69.99,
      "price_basis": "Public list price; meditation app",
      "price_notes": "Lifetime plan and promos may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.calm.com/premium",
      "bank_statement_name_variables": [
        "CALM",
        "CALM.COM",
        "CALM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "calm"
      ]
    },
    {
      "rank": 186,
      "service": "Sleep Cycle Premium",
      "category": "Sleep & Wellness",
      "subcategory": "Sleep tracking",
      "subscription_or_plan": "Sleep Cycle Premium",
      "us_availability": "United States",
      "website": "https://www.sleepcycle.com/premium/",
      "source_url": "https://www.sleepcycle.com/premium/",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "Around $39.99/yr; monthly/app-store pricing may vary",
      "starting_monthly_usd": null,
      "starting_annual_usd": 39.99,
      "price_basis": "Public list price; sleep app",
      "price_notes": "Pricing can vary by app store and region.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.sleepcycle.com/premium/",
      "bank_statement_name_variables": [
        "SLEEP CYCLE PREMIUM",
        "SLEEPCYCLEPREMIUM",
        "SLEEPCYCLE",
        "SLEEPCYCLE.COM",
        "SLEEP CYCLE PREMIUM SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "sleep cycle",
        "sleep cycle premium"
      ]
    },
    {
      "rank": 187,
      "service": "Oura Membership",
      "category": "Fitness & Wellness",
      "subcategory": "Wearable insights",
      "subscription_or_plan": "Oura Membership",
      "us_availability": "United States",
      "website": "https://ouraring.com/membership",
      "source_url": "https://ouraring.com/membership",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "$5.99/mo or $69.99/yr",
      "starting_monthly_usd": 5.99,
      "starting_annual_usd": 69.99,
      "price_basis": "Public list price; wearable membership",
      "price_notes": "Hardware purchase required for full value.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://ouraring.com/membership",
      "bank_statement_name_variables": [
        "OURA",
        "OURA RING",
        "OURARING",
        "OURA MEMBERSHIP",
        "OURAMEMBERSHIP",
        "OURARING.COM",
        "OURA MEMBERSHIP SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "oura",
        "oura ring",
        "oura membership"
      ]
    },
    {
      "rank": 188,
      "service": "Whoop",
      "category": "Fitness & Wellness",
      "subcategory": "Wearable membership",
      "subscription_or_plan": "Whoop Membership",
      "us_availability": "United States",
      "website": "https://www.whoop.com/us/en/membership/",
      "source_url": "https://www.whoop.com/us/en/membership/",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "$30/mo monthly or $239/yr annual membership",
      "starting_monthly_usd": 30,
      "starting_annual_usd": 239,
      "price_basis": "Public list price; wearable membership",
      "price_notes": "Device is bundled with membership model.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.whoop.com/us/en/membership/",
      "bank_statement_name_variables": [
        "WHOOP",
        "WHOOP MEMBERSHIP",
        "WHOOP.COM",
        "WHOOP SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "whoop"
      ]
    },
    {
      "rank": 189,
      "service": "Aaptiv",
      "category": "Fitness & Wellness",
      "subcategory": "Workout app",
      "subscription_or_plan": "Aaptiv",
      "us_availability": "United States",
      "website": "https://aaptiv.com/",
      "source_url": "https://aaptiv.com/",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "Around $14.99/mo or $99.99/yr",
      "starting_monthly_usd": 14.99,
      "starting_annual_usd": 99.99,
      "price_basis": "Public list price; fitness app",
      "price_notes": "Promos common.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://aaptiv.com/",
      "bank_statement_name_variables": [
        "AAPTIV",
        "AAPTIV.COM",
        "AAPTIV SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "aaptiv"
      ]
    },
    {
      "rank": 190,
      "service": "Fitbod",
      "category": "Fitness & Wellness",
      "subcategory": "Strength training app",
      "subscription_or_plan": "Fitbod Elite",
      "us_availability": "United States",
      "website": "https://fitbod.me/pricing/",
      "source_url": "https://fitbod.me/pricing/",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "$12.99/mo or $79.99/yr",
      "starting_monthly_usd": 12.99,
      "starting_annual_usd": 79.99,
      "price_basis": "Public list price; fitness app",
      "price_notes": "App-store pricing may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://fitbod.me/pricing/",
      "bank_statement_name_variables": [
        "FITBOD",
        "FITBOD.COM",
        "FITBOD SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "fitbod"
      ]
    },
    {
      "rank": 191,
      "service": "Alo Moves",
      "category": "Fitness & Wellness",
      "subcategory": "Yoga/fitness streaming",
      "subscription_or_plan": "Alo Moves",
      "us_availability": "United States",
      "website": "https://www.alomoves.com/",
      "source_url": "https://www.alomoves.com/",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "$12.99/mo or $129.99/yr",
      "starting_monthly_usd": 12.99,
      "starting_annual_usd": 129.99,
      "price_basis": "Public list price; fitness app",
      "price_notes": "Promotional trials common.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.alomoves.com/",
      "bank_statement_name_variables": [
        "ALO MOVES",
        "ALOMOVES",
        "ALOMOVES.COM",
        "ALO MOVES SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "alo moves"
      ]
    },
    {
      "rank": 192,
      "service": "Obé Fitness",
      "category": "Fitness & Wellness",
      "subcategory": "Workout streaming",
      "subscription_or_plan": "Obé Fitness",
      "us_availability": "United States",
      "website": "https://obefitness.com/",
      "source_url": "https://obefitness.com/",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "$24.99/mo or $169.99/yr",
      "starting_monthly_usd": 24.99,
      "starting_annual_usd": 169.99,
      "price_basis": "Public list price; fitness app",
      "price_notes": "Promotions may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://obefitness.com/pricing",
      "bank_statement_name_variables": [
        "OBE FITNESS",
        "OBEFITNESS",
        "OBEFITNESS.COM",
        "OBE FITNESS SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "obe fitness",
        "obé",
        "obé fitness"
      ]
    },
    {
      "rank": 193,
      "service": "Centr",
      "category": "Fitness & Wellness",
      "subcategory": "Fitness/wellness app",
      "subscription_or_plan": "Centr",
      "us_availability": "United States",
      "website": "https://centr.com/",
      "source_url": "https://centr.com/",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "$29.99/mo or $119.99/yr",
      "starting_monthly_usd": 29.99,
      "starting_annual_usd": 119.99,
      "price_basis": "Public list price; wellness app",
      "price_notes": "Promotions and lifetime plans may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://centr.com/pricing",
      "bank_statement_name_variables": [
        "CENTR",
        "CENTR.COM",
        "CENTR SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "centr"
      ]
    },
    {
      "rank": 194,
      "service": "Future",
      "category": "Fitness & Wellness",
      "subcategory": "Remote personal training",
      "subscription_or_plan": "Future",
      "us_availability": "United States",
      "website": "https://www.future.co/",
      "source_url": "https://www.future.co/",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "$199/mo personal training membership",
      "starting_monthly_usd": 199,
      "starting_annual_usd": null,
      "price_basis": "Public list price; coaching subscription",
      "price_notes": "Trainer availability and promos may vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.future.co/",
      "bank_statement_name_variables": [
        "FUTURE",
        "FUTURE.COM",
        "FUTURE SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "future fitness",
        "future coach",
        "future"
      ]
    },
    {
      "rank": 195,
      "service": "Tonal Membership",
      "category": "Fitness & Wellness",
      "subcategory": "Connected strength training",
      "subscription_or_plan": "Tonal Membership",
      "us_availability": "United States",
      "website": "https://www.tonal.com/membership/",
      "source_url": "https://www.tonal.com/membership/",
      "ranking_basis": "Major U.S. fitness, wellness, and health app subscriptions; curated within category",
      "current_known_price_us": "$59.95/mo",
      "starting_monthly_usd": 59.95,
      "starting_annual_usd": null,
      "price_basis": "Public list price; connected fitness membership",
      "price_notes": "Requires Tonal hardware; taxes/financing separate.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.tonal.com/membership/",
      "bank_statement_name_variables": [
        "TONAL MEMBERSHIP",
        "TONALMEMBERSHIP",
        "TONAL",
        "TONAL.COM",
        "TONAL MEMBERSHIP SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "tonal membership",
        "tonal"
      ]
    },
    {
      "rank": 196,
      "service": "Duolingo Super",
      "category": "Education",
      "subcategory": "Language learning",
      "subscription_or_plan": "Super Duolingo",
      "us_availability": "United States",
      "website": "https://www.duolingo.com/super",
      "source_url": "https://www.duolingo.com/super",
      "ranking_basis": "Major U.S. education and family subscriptions; curated within category",
      "current_known_price_us": "$12.99/mo or $84/yr Individual; family plan higher",
      "starting_monthly_usd": 12.99,
      "starting_annual_usd": 84,
      "price_basis": "Public list price; language app",
      "price_notes": "App-store pricing and Max tiers vary.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.duolingo.com/super",
      "bank_statement_name_variables": [
        "DUOLINGO",
        "SUPER DUOLINGO",
        "DUOLINGO PLUS",
        "DUOLINGO SUPER",
        "DUOLINGOSUPER",
        "DUOLINGO.COM",
        "DUOLINGO SUPER SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "super duolingo",
        "duolingo plus",
        "duolingo",
        "duolingo super"
      ]
    },
    {
      "rank": 197,
      "service": "MasterClass",
      "category": "Education",
      "subcategory": "Online classes",
      "subscription_or_plan": "MasterClass",
      "us_availability": "United States",
      "website": "https://www.masterclass.com/",
      "source_url": "https://www.masterclass.com/",
      "ranking_basis": "Major U.S. education and family subscriptions; curated within category",
      "current_known_price_us": "Plans start around $10/mo billed annually ($120/yr)",
      "starting_monthly_usd": 10,
      "starting_annual_usd": 120,
      "price_basis": "Public list price; education streaming",
      "price_notes": "Plan tiers differ by devices/offline/family features.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.masterclass.com/plans",
      "bank_statement_name_variables": [
        "MASTERCLASS",
        "MASTER CLASS",
        "YANKA INDUSTRIES",
        "MASTERCLASS.COM",
        "MASTERCLASS SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "masterclass",
        "master class"
      ]
    },
    {
      "rank": 198,
      "service": "Coursera Plus",
      "category": "Education",
      "subcategory": "Online courses",
      "subscription_or_plan": "Coursera Plus",
      "us_availability": "United States",
      "website": "https://www.coursera.org/courseraplus",
      "source_url": "https://www.coursera.org/courseraplus",
      "ranking_basis": "Major U.S. education and family subscriptions; curated within category",
      "current_known_price_us": "$59/mo or $399/yr",
      "starting_monthly_usd": 59,
      "starting_annual_usd": 399,
      "price_basis": "Public list price; online course subscription",
      "price_notes": "Some degrees/certificates excluded.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.coursera.org/courseraplus",
      "bank_statement_name_variables": [
        "COURSERA",
        "COURSERA PLUS",
        "COURSERA.ORG",
        "COURSERAPLUS",
        "COURSERA.COM",
        "COURSERA PLUS SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "coursera plus",
        "coursera"
      ]
    },
    {
      "rank": 199,
      "service": "Skillshare",
      "category": "Education",
      "subcategory": "Creative/business courses",
      "subscription_or_plan": "Skillshare membership",
      "us_availability": "United States",
      "website": "https://www.skillshare.com/",
      "source_url": "https://www.skillshare.com/",
      "ranking_basis": "Major U.S. education and family subscriptions; curated within category",
      "current_known_price_us": "Variable; annual membership commonly around $168/yr; monthly pricing varies",
      "starting_monthly_usd": null,
      "starting_annual_usd": 168,
      "price_basis": "Variable education subscription",
      "price_notes": "Intro offers and regional prices vary.",
      "price_confidence": "Variable / approximate",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.skillshare.com/membership",
      "bank_statement_name_variables": [
        "SKILLSHARE",
        "SKILLSHARE.COM",
        "SKILLSHARE SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "skillshare"
      ]
    },
    {
      "rank": 200,
      "service": "Book of the Month",
      "category": "Books & Subscription Boxes",
      "subcategory": "Book box",
      "subscription_or_plan": "Book of the Month",
      "us_availability": "United States",
      "website": "https://www.bookofthemonth.com/",
      "source_url": "https://www.bookofthemonth.com/",
      "ranking_basis": "Major U.S. subscription boxes and recurring memberships; curated from editorial/brand sources",
      "current_known_price_us": "$16.99/mo membership credit; annual/gift plans vary",
      "starting_monthly_usd": 16.99,
      "starting_annual_usd": null,
      "price_basis": "Public list price; book club membership",
      "price_notes": "Add-ons and premium picks cost extra.",
      "price_confidence": "Public list price",
      "price_research_date": "2026-06-06",
      "price_source_url": "https://www.bookofthemonth.com/",
      "bank_statement_name_variables": [
        "BOOK OF THE MONTH",
        "BOTM",
        "BOOKOFTHEMONTH",
        "BOOKOFTHEMONTH.COM",
        "BOOK OF THE MONTH SUBSCRIPTION"
      ],
      "known_names_and_slang": [
        "book of the month",
        "botm"
      ]
    }
  ]
}