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Case · M2-M3 × Start (social network)

Facebook: 7 friends in 10 days

Facebook's growth team compared users who stayed with users who left and found a setup milestone: reaching 7 friends within 10 days. Onboarding was then aimed at connecting new users fast. The number comes from a public talk; its derivation was never published.

M2-M3 ×StartContent / community

The outcome · 2016

“7 friends in 10 days” as Facebook's activation milestone, per growth leader Chamath Palihapitiya's public talk and repeated by Index Ventures (Nov 28, 2016). Correlational; the exact derivation was never published. Reforge frames it as a setup threshold whose aha moment is an interesting feed.

Case grade for the number: C. Evidence grade for the mechanism link: B.

CorrelationalPress-reported

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Stage cell: M2-M3 × Start (social network).

What they did. Compared engaged and churned cohorts, named the milestone that separated them, and pointed onboarding (friend suggestions, contact import) at reaching it within the first days.

The mechanism. Habit Path mining HK-MEA04 (Hooked Ch.8) and steering people to the habit-predictive action rather than the easiest one HK-ACT21 (Hooked Ch.3). Curating a follow graph is the user's first investment HK-INV14 (Hooked Ch.5): it makes the next visit's feed worth opening.

The outcome. 7 friends in 10 days (2016) Case grade C. Press or secondary reporting. as the stated activation milestone; correlational.

What it means at your stage. At M2, look for a setup threshold (connections, data imported, teammates invited) that precedes the aha moment, and measure how fast new users reach it. Validate it with a test before treating it as causal F26.

Caveats. A first-party talk known through secondhand retellings (number grade C); no published method. Mechanism link Evidence grade B. Moderate evidence: solid studies with some limits., correlational.

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The techniques behind it

Each one is a starting point, not a recipe. Gamify It turns a technique into an experiment card for your product: the change, the metric, the guardrail and how long the test needs at your traffic.

  • TechniqueEvidence grade C. Limited evidence: few or small studies.

    Steer new users down the Habit Path

    make the action that predicts retention the easy path

    Find the early action that predicts who stays, confirm it with a test, then make it the easiest thing to do in onboarding. The easiest action is not always the habit-forming one: on one network, searching was the likeliest first step, but following accounts built the habit.

  • TechniqueEvidence grade D. Practitioner framework or anecdote: plausible, untested.Practitioner heuristic

    Set a realistic cadence for a devoted user, count the share of each signup cohort who meet it, and compare what those users did in their first days with users who left. The book's rule of thumb: below about 5% habitual, you have the wrong audience or a product to rethink.

Limits

What we don’t claim

Sources

Source IDs: HK-MEA04HK-ACT21HK-INV14F26

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

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