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StrategyAlbert Cheng (Duolingo, Grammarly, Chess.com)

Existing-User Retention & Resurrection Priority

As a consumer subscription matures, the biggest lever isn't new users — it's current-user retention and resurrecting the dormant.

Difficulty
Moderate
Time to result
~ongoing to results
Steps
3
Confidence
87%

A retention prioritization model for consumer subscription products. New-user retention (D1/D7) matters early, but the lever that compounds is the retention of your existing, habitual base — and, at maturity, a deliberate experience for resurrecting dormant users. Helps allocate attention correctly as a company matures.

Origin

Cheng synthesizes lessons across Duolingo, Grammarly, and Chess.com, citing Jorge Mazal's widely-read growth-model post arguing current user retention rate was the biggest lever, and Duolingo's resurrection mechanics.

Core principles

  • 01For daily-frequency products, existing-user retention compounds and builds the daily habit — it's a far bigger lever than new-user retention at scale.
  • 02D1 retention around 30-40% is solid for a consumer app; much lower questions user intent and your ability to grow DAU mathematically.
  • 03At maturity, resurrected/reactivated users can rival new users in volume, so their in-product experience deserves real investment.
  • 04Some products (e.g. Grammarly) invert this: activation/install/aha is the critical lever because users don't proactively open the app daily.

How to run it

  1. 1

    Classify your active base

    Break active users into current/existing, new, and resurrected/reactivated segments to see where volume actually comes from.

    Pro tip At Chess.com scale, ~80% of active users are existing; new and resurrected users are similar in size.

  2. 2

    Prioritize the compounding lever

    For daily-habit products, put most energy into existing-user retention mechanics rather than obsessing over the new-user experience.

    Pro tip Check whether your product is daily-open (optimize existing retention) or ambient like Grammarly (optimize activation/aha).

  3. 3

    Build a resurrection experience

    Design deliberately for dormant users returning — social re-entry hooks and re-onboarding that meets their decayed proficiency.

    Pro tip Duolingo used contact-sync social push notifications ('your friend started using Duolingo') and re-placement tests to re-onboard returners.

In the wild

Duolingo resurrection mechanics

Dormant Duolingo users get social notifications when friends join, and on return are given a fresh placement test to slot them at the right level after forgetting much of the language.

Good ROI from reactivating a large dormant base for a mature company.

Common mistakes

Over-indexing on the new-user experience at maturity

Attention gravitates to onboarding, but at scale existing and resurrected users make up the bulk of the active base.

Assuming existing-user retention is always the top lever

Grammarly, which users don't open daily, is really driven by activation/install/aha — apply the right lever to the product type.

Is it for you?

Best for

Founders and growth leads of consumer subscription products past initial PMF deciding where to invest retention effort.

Not ideal for

Brand-new products still hunting for day-one product-market fit with no dormant base yet.

From the transcript

it's that retention rate that really compounds and build that builds that daily habit

31:00

when you have your D1 retention somewhere around like the 30 or 40% mark, like that's quite solid

29:30

it's actually worth spending some time making sure that that kind of resurrected, for lack of a better word, experience inside the product is really…

33:00

From the episode

How to find hidden growth opportunities in your product

Albert Cheng (Duolingo, Grammarly, Chess.com)