Tool

Cohort analysis: how to read the chart, choose a platform, and turn retention into growth

Mixpanel Freemium Intermediate

Once you have a hunch about who your best customers are, you need to check it against behaviour, and Mixpanel is a real analytics tool with a free tier that early startups can actually use. This guide shows how to group users into cohorts by what they did and then watch which cohorts stick around, so the segment that retains best surfaces on its own. That retaining cluster is usually where your ideal customer profile is hiding.

  • A cohort is just a group of users who share a trait or a behaviour, and cohort analysis tracks how each group behaves over time.
  • Retention curves by cohort show which type of customer actually sticks, which is stronger evidence than any single vanity metric.
  • Mixpanel's free tier makes this reachable for a small team building outside the big startup hubs, no data warehouse required.

The question it answers

  1. How do I use the customers I already have to sharpen my ideal customer profile instead of guessing?

Read with it

  1. The single best thing ever written on customer conversations. It teaches you to ask about the customer's life and past... momtestbook.com Book · ~130 pages The Mom Test Rob Fitzpatrick
  2. Market size is meaningless until you know exactly who you're for, and Lenny turns that into a concrete, repeatable ICP exercise... Lenny's Newsletter Article · ~15 min read How to identify your ideal customer profile (ICP) Lenny Rachitsky
  3. The best book on positioning against competitors by understanding the alternatives customers actually consider. Directly turns... aprildunford.com Book · ~200 pages Obviously Awesome: How to Nail Product Positioning so Customers Get It, Buy It, Love It April Dunford
  4. Video · ~25 min How to Talk to Users Eric Migicovsky
  5. Seibel's whole point is that a market only counts once real customers are grabbing the product as fast as you can make it and... Michael Seibel (Y Combinator) Essay · ~4 min read The Real Product Market Fit Michael Seibel
  6. If you would rather hear the thinking than read it, this is Rahul Vohra on Lenny's Podcast talking through the same... Lenny's Podcast Podcast Superhuman's secret to success: ignoring most customer feedback, manually onboarding every user, and positioning around one attribute | Rahul Vohra Lenny Rachitsky
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