📄 Article
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Freemium
Intermediate
Why we picked it
When people sign up and vanish, the first fork is: did they never hit the moment where the product clicked (activation), or did they hit it and still leave (a deeper product or fit gap)? This piece gives you a concrete way to find that moment for your own product, brainstorm candidate aha actions, then check with data whether they actually cause retention rather than just correlate with it. That test is what tells you which problem you are staring at, so it is a starting point for the diagnosis, not the whole answer.
From
Lenny's Newsletter
by Lenny Rachitsky
- A good activation metric is causal for retention, not just correlated, so run regression and then experiments before you trust it.
- Find the specific early action that separates users who stick from users who churn, that is your aha moment made concrete.
- If people activate and still leave, the problem is likely core product or fit, not onboarding, and you fix a different thing.
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lennysnewsletter.com →
✍️ Essay
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Free
Intermediate
Why we picked it
If your worry is whether the product itself is the problem, the honest signal is the shape of your retention curve, and Balfour explains how to read it. A curve that keeps sliding to zero means no fit yet, a curve that flattens for some segment means you have found fit for that group. He frames fit as a progression through survey signal, engagement, and retention rather than a single yes or no, which keeps you from over reading one week of churn.
From
brianbalfour.com
by Brian Balfour
- A retention curve that flattens (levels off) for some segment is the clearest product side signal of fit, one that never flattens is not.
- Pair the curve with engagement data and qualitative survey signal, no single metric decides it.
- Fit is not a permanent verdict, markets move, so treat the diagnosis as ongoing.
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brianbalfour.com →
📖 Book
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Paid
Beginner
Why we picked it
The single best thing ever written on customer conversations. It teaches you to ask about the customer's life and past behaviour, not your idea, so you can't be lied to. If a founder reads one thing before talking to a single customer, it's this.
From
momtestbook.com
by Rob Fitzpatrick
~130 pages
- Talk about their life, not your idea.
- Ask about specifics in the past, not opinions about the future.
- 'That's so cool, I'd totally buy it' is a compliment, not data, dig for commitment and evidence.
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momtestbook.com →