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Metric · Hooked

Cadence-matched cohort retention

Share of a sign-up or activation cohort that does the value event in a later bracket matched to the product's natural cadence (for example week 4 or week 8). Read by segment for curve shape and across cohorts for stacking.

ValueStartReturn

Plain label: cohort retention at the natural cadenceAlso known as: retention curve, week-4 retention, week-8 retention, bracket retention, day-N retention

Pin four choices first. Bounded (exactly day N), unbounded (day N or later) or bracket (a window such as days 22-28, best for weekly products); "active" means the value event, never a login; the denominator (all sign-ups, activated users or payers); and the cohort grouping (start week, channel, plan, segment).

Read the shape per segment. Declining to zero, flattening or a smile (the Stage Fix curve signal). Then compare cohorts at the same age: newer cohorts above older ones is the best sign the product is improving.

Use as a guardrail. Week-2 retention of the treated cohort guards onboarding changes against activating users who then leave.

Amplitude's 2025 data also found that 69% of top day-7 performers were top three-month retainers (benchmark confidence B).

Benchmarks

Every benchmark carries its year and a confidence grade for its source. Use them to calibrate, not as targets.

ContextMedianTop 25%Top 10%Source
day-7 return of ALL tracked new users, including drive-by visitors; not comparable with sign-up-based rates—7%—Amplitude 2025 Product Benchmark Report, 2025Benchmark confidence B. A reputable dataset.
mobile apps, all installs, day-30 (bounded); definitions vary between vendors6%——Aggregators citing Adjust and AppsFlyer, 2025Benchmark confidence C. A secondary source.

Limits

What we don’t claim

Sources

Source IDs: HK-MEA01

Book content is paraphrased, never quoted at length. Last verified October 24, 2026.

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