diff --git a/firestore-tests/rules.test.ts b/firestore-tests/rules.test.ts
index 11b98f69..cc24ae71 100644
--- a/firestore-tests/rules.test.ts
+++ b/firestore-tests/rules.test.ts
@@ -1287,3 +1287,19 @@ describe("entitlement_events/{eventId}", () => {
     );
   });
 });
+
+// ── aggregate_stats/{doc} ────────────────────────────────────────────────────
+
+describe("aggregate_stats/{doc}", () => {
+  test("no client read — denied (export-only cross-couple rollups)", async () => {
+    await assertFails(
+      getDoc(doc(alice().firestore(), "aggregate_stats/outcomes"))
+    );
+  });
+
+  test("no client write — denied", async () => {
+    await assertFails(
+      setDoc(doc(alice().firestore(), "aggregate_stats/outcomes"), { feltCloserPct: 99 })
+    );
+  });
+});
diff --git a/firestore.rules b/firestore.rules
index 41f08c87..cc9d1c83 100644
--- a/firestore.rules
+++ b/firestore.rules
@@ -935,5 +935,12 @@ service cloud.firestore {
     match /entitlement_events/{eventId} {
       allow read, write: if false;
     }
+
+    // ── aggregate_stats ───────────────────────────────────────────────────────
+    // Privacy-safe cross-couple rollups written by aggregateOutcomeStats (Admin SDK).
+    // EXPORT-ONLY: no client may read cross-couple aggregates — the owner reads via console.
+    match /aggregate_stats/{doc} {
+      allow read, write: if false;
+    }
   }
 }
diff --git a/functions/src/couples/aggregateOutcomes.test.ts b/functions/src/couples/aggregateOutcomes.test.ts
new file mode 100644
index 00000000..754bed08
--- /dev/null
+++ b/functions/src/couples/aggregateOutcomes.test.ts
@@ -0,0 +1,77 @@
+import {
+  aggregate,
+  extractCoupleOutcome,
+  CoupleOutcome,
+  MIN_COHORT,
+} from './aggregateOutcomes'
+
+/** Builds N couples that completed day_30 with the given connection delta. */
+function couplesWithConnectionDelta(n: number, connectionDelta: number): CoupleOutcome[] {
+  return Array.from({ length: n }, () => ({
+    deltas: { day_30: { connection: connectionDelta, communication: 0, intimacy: 0, happiness: 0 } },
+  }))
+}
+
+describe('aggregate', () => {
+  it('suppresses a window below the minimum cohort', () => {
+    const stats = aggregate(couplesWithConnectionDelta(MIN_COHORT - 1, 3))
+    expect(stats.windows.day_30.suppressed).toBe(true)
+    expect(stats.windows.day_30.feltCloserPct).toBeUndefined()
+    expect(stats.windows.day_30.cohort).toBe(MIN_COHORT - 1)
+  })
+
+  it('reports percentages once the cohort meets the minimum', () => {
+    // 60 couples: 45 improved connection, 15 did not.
+    const improved = couplesWithConnectionDelta(45, 2)
+    const flat = couplesWithConnectionDelta(15, 0)
+    const stats = aggregate([...improved, ...flat])
+    expect(stats.windows.day_30.suppressed).toBe(false)
+    expect(stats.windows.day_30.cohort).toBe(60)
+    expect(stats.windows.day_30.feltCloserPct).toBe(75) // 45/60
+  })
+
+  it('counts only couples eligible for each window', () => {
+    // day_60 has zero couples → suppressed; day_30 has enough.
+    const stats = aggregate(couplesWithConnectionDelta(MIN_COHORT, 1))
+    expect(stats.windows.day_30.suppressed).toBe(false)
+    expect(stats.windows.day_60.suppressed).toBe(true)
+    expect(stats.windows.day_60.cohort).toBe(0)
+  })
+
+  it('computes improved percentages per metric', () => {
+    const couples: CoupleOutcome[] = Array.from({ length: MIN_COHORT }, (_, i) => ({
+      deltas: {
+        day_30: {
+          connection: 1,
+          communication: i < MIN_COHORT / 2 ? 1 : 0, // exactly half improved
+          intimacy: 0,
+          happiness: -1,
+        },
+      },
+    }))
+    const stats = aggregate(couples)
+    expect(stats.windows.day_30.improvedPctByMetric?.connection).toBe(100)
+    expect(stats.windows.day_30.improvedPctByMetric?.communication).toBe(50)
+    expect(stats.windows.day_30.improvedPctByMetric?.intimacy).toBe(0)
+    expect(stats.windows.day_30.improvedPctByMetric?.happiness).toBe(0)
+  })
+
+  it('emits no couple-identifying data — only counts and percentages', () => {
+    const stats = aggregate(couplesWithConnectionDelta(MIN_COHORT, 2))
+    const json = JSON.stringify(stats)
+    expect(json).not.toMatch(/couple|uid|userId|score/i)
+  })
+})
+
+describe('extractCoupleOutcome', () => {
+  it('pulls only the follow-up deltas, ignoring day_0 and stray docs', () => {
+    const out = extractCoupleOutcome([
+      { id: 'day_0', data: { baseline: { connection: 5 } } },
+      { id: 'day_30', data: { delta: { connection: 2, communication: 1 } } },
+      { id: 'random', data: { delta: { connection: 9 } } },
+    ])
+    expect((out.deltas as Record<string, unknown>).day_0).toBeUndefined()
+    expect(out.deltas.day_30).toEqual({ connection: 2, communication: 1 })
+    expect((out.deltas as Record<string, unknown>).random).toBeUndefined()
+  })
+})
diff --git a/functions/src/couples/aggregateOutcomes.ts b/functions/src/couples/aggregateOutcomes.ts
new file mode 100644
index 00000000..7d6c2a82
--- /dev/null
+++ b/functions/src/couples/aggregateOutcomes.ts
@@ -0,0 +1,117 @@
+import * as functions from 'firebase-functions'
+import * as admin from 'firebase-admin'
+
+/**
+ * Cloud Function: aggregateOutcomeStats
+ *
+ * Rolls up per-couple check-in outcomes (couples/{id}/outcomes/day_30|60|90) into a single
+ * privacy-safe aggregate for the "X% feel closer in N weeks" store stat — WITHOUT reading any
+ * relationship content (E2EE), only the self-reported delta scores the couples submitted.
+ *
+ * Privacy guarantees:
+ *  - Counts + percentages only; no couple id, no individual scores.
+ *  - Minimum-cohort suppression: a window with fewer than MIN_COHORT couples is omitted
+ *    (`suppressed: true`, no percentages) so nothing about a small group is inferable.
+ *  - EXPORT-ONLY: written to the top-level `aggregate_stats` collection, which has NO client read
+ *    rule (default-deny) — the owner reads it via console. Clients can never read cross-couple data.
+ *
+ * Cron: daily. Reads are O(couples).
+ */
+
+export type ScoreKey = 'connection' | 'communication' | 'intimacy' | 'happiness'
+export type FollowUpDayKey = 'day_30' | 'day_60' | 'day_90'
+
+export const SCORE_KEYS: ScoreKey[] = ['connection', 'communication', 'intimacy', 'happiness']
+export const FOLLOWUP_DAYS: FollowUpDayKey[] = ['day_30', 'day_60', 'day_90']
+export const MIN_COHORT = 50
+
+/** One couple's follow-up deltas (only the windows they've completed are present). */
+export interface CoupleOutcome {
+  deltas: Partial<Record<FollowUpDayKey, Partial<Record<ScoreKey, number>>>>
+}
+
+export interface WindowStat {
+  cohort: number
+  suppressed: boolean
+  /** % of the cohort whose connection score improved (delta > 0). The headline "feel closer" number. */
+  feltCloserPct?: number
+  /** % improved per metric. */
+  improvedPctByMetric?: Record<ScoreKey, number>
+}
+
+export interface AggregateStats {
+  minCohort: number
+  windows: Record<FollowUpDayKey, WindowStat>
+}
+
+function pct(n: number, total: number): number {
+  return total === 0 ? 0 : Math.round((n / total) * 100)
+}
+
+/**
+ * Pure aggregation — no I/O, unit-tested. A window below [minCohort] couples is suppressed.
+ */
+export function aggregate(couples: CoupleOutcome[], minCohort: number = MIN_COHORT): AggregateStats {
+  const windows = {} as Record<FollowUpDayKey, WindowStat>
+  for (const day of FOLLOWUP_DAYS) {
+    const eligible = couples.filter((c) => c.deltas[day] != null)
+    const cohort = eligible.length
+    if (cohort < minCohort) {
+      windows[day] = { cohort, suppressed: true }
+      continue
+    }
+    const feltCloser = eligible.filter((c) => (c.deltas[day]?.connection ?? 0) > 0).length
+    const byMetric = {} as Record<ScoreKey, number>
+    for (const metric of SCORE_KEYS) {
+      const improved = eligible.filter((c) => (c.deltas[day]?.[metric] ?? 0) > 0).length
+      byMetric[metric] = pct(improved, cohort)
+    }
+    windows[day] = {
+      cohort,
+      suppressed: false,
+      feltCloserPct: pct(feltCloser, cohort),
+      improvedPctByMetric: byMetric,
+    }
+  }
+  return { minCohort, windows }
+}
+
+/** Extracts the follow-up deltas from a couple's outcomes subcollection docs. */
+export function extractCoupleOutcome(
+  outcomeDocs: { id: string; data: Record<string, unknown> }[]
+): CoupleOutcome {
+  const deltas: CoupleOutcome['deltas'] = {}
+  for (const doc of outcomeDocs) {
+    if ((FOLLOWUP_DAYS as string[]).includes(doc.id)) {
+      const delta = doc.data.delta as Partial<Record<ScoreKey, number>> | undefined
+      if (delta && typeof delta === 'object') deltas[doc.id as FollowUpDayKey] = delta
+    }
+  }
+  return { deltas }
+}
+
+export const aggregateOutcomeStats = functions.pubsub.schedule('every 24 hours').onRun(async () => {
+  const db = admin.firestore()
+
+  const couples: CoupleOutcome[] = []
+  const couplesSnap = await db.collection('couples').get()
+  for (const couple of couplesSnap.docs) {
+    const outcomesSnap = await couple.ref.collection('outcomes').get()
+    couples.push(
+      extractCoupleOutcome(outcomesSnap.docs.map((d) => ({ id: d.id, data: d.data() })))
+    )
+  }
+
+  const stats = aggregate(couples)
+  await db.collection('aggregate_stats').doc('outcomes').set({
+    ...stats,
+    totalCouples: couples.length,
+    generatedAt: admin.firestore.Timestamp.now(),
+  })
+
+  console.log(
+    `[aggregateOutcomeStats] ${couples.length} couples → ` +
+      FOLLOWUP_DAYS.map((d) => `${d}:${stats.windows[d].suppressed ? 'suppressed' : stats.windows[d].feltCloserPct + '%'}`).join(' ')
+  )
+  return null
+})
diff --git a/functions/src/index.ts b/functions/src/index.ts
index e65ed772..47c6bfed 100644
--- a/functions/src/index.ts
+++ b/functions/src/index.ts
@@ -41,6 +41,7 @@ export { leaveCoupleCallable } from './couples/leaveCoupleCallable'
 export { acceptInviteCallable } from './couples/acceptInviteCallable'
 export { createInviteCallable } from './couples/createInviteCallable'
 export { submitOutcomeCallable } from './couples/submitOutcomeCallable'
+export { aggregateOutcomeStats } from './couples/aggregateOutcomes'
 export { scheduledOutcomesReminder } from './couples/scheduledOutcomesReminder'
 export { onUserDelete } from './users/onUserDelete'
 export { onGameSessionUpdate, onGamePartFinished } from './games/onGameSessionUpdate'