Retention

Onboarding

Lifecycle

Independent Analysis
Effort: medium
Volume: high

Myth:Churn is a late-lifecycle problem.

Evidence:Most avoidable churn is set in the first sessions: users who reach a core activation action early retain at multiples of those who do not.

The Nuance

Correlation with activation is strong, but activation events must be validated causally with holdouts.

The Receipt

Growth research on activation and retention curves

Reforge / Andrew Chen · 2019 · Independent Analysis

Impact8.7/10
Consensus8/10
Evidence76/100

Channels: product · email · lifecycle

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Unit Economics

Economics

Under watch

Myth:Growth is an acquisition problem.

Evidence:Modest retention improvements compound through the customer base and typically move profit more than equivalent acquisition spend, because retained revenue carries no CAC.

Impact8.6/10
Consensus7.8/10

Loyalty Economics

Loyalty

Myth:Loyal customers cost less to serve, pay more, and evangelize for free.

Evidence:Studying four companies over 16 months, Reinartz & Kumar found only a modest correlation between customer longevity and profitability: long-tenure customers expected discounts, were no cheaper to serve, and were not reliably the best word-of-mouth sources.

Impact8.5/10
Consensus8.2/10

Myth:Early cohort LTV projections are reliable planning inputs.

Evidence:LTV curves flatten unpredictably; projections built on the first weeks of a cohort routinely overstate long-run value.

Impact8/10
Consensus7.2/10

WOM Economics

Word of Mouth

Myth:Word of mouth is a soft bonus next to paid media.

Evidence:Vector-autoregression modelling of a social network's growth shows WOM referrals have substantially longer carryover effects and substantially higher response elasticities than traditional marketing actions - and a referral's value can be monetized from the downstream ad revenue a new member generates.

Impact8/10
Consensus8/10

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