Book · 440 pages

Lean Analytics: Use Data to Build a Better Startup Faster

Alistair Croll and Benjamin Yoskovitz · O'Reilly / Lean Series Paid Intermediate

The book behind the "One Metric That Matters" discipline, which is exactly the mindset you need to judge whether a ship worked instead of drowning in vanity numbers. It ties the right metric to your business type and stage, so you know which signal to watch after a launch. Read it as the reference that makes the rest of this list make sense.

  • Pick the One Metric That Matters for your stage and business model, and let it settle the "did it work" argument.
  • Vanity metrics feel good but do not tell you a shipped thing is working: draw a line to real behaviour.
  • Match the metric to where you are (empathy, stickiness, virality, revenue, scale), because the right signal changes as you grow.

It answers 4 questions

  1. How do I know when something we shipped is actually working versus just launched?
  2. How do I know if a channel is actually working or I'm just fooling myself?
  3. How do I set up analytics and feedback in my MVP so I actually learn something, without over-engineering tracking?
  4. How do I actually measure whether a launch worked, beyond the vanity upvotes and traffic spike?

Read with it

  1. Turns the vague feeling of product-market fit into a number you can move. Ask users how they would feel if they could no longer... First Round Review Article · ~20 min read How Superhuman Built an Engine to Find Product/Market Fit Rahul Vohra
  2. The free tool for running the how-would-you-feel-without-this survey that underpins the Superhuman method, giving you a... Sean Ellis and GoPractice Tool · Free tool Product/Market Fit Survey Sean Ellis
  3. 200+ candid conversations with Indian founders and investors on how they actually found their idea, spotted a trend, and... Apple Podcasts Podcast · podcast series (45-90 min episodes) The Neon Show (formerly 100x Entrepreneur) Siddhartha Ahluwalia
  4. This is Indian investors and operators talking, at length, about which global trends actually translate to India and which... Prime Venture Partners Podcast Prime Venture Partners Podcast Prime Venture Partners
  5. This playbook helps you name the single metric that represents the value your product delivers, plus the few inputs that move... Amplitude Template · Guide (PDF) The North Star Playbook Amplitude
  6. An all in one, generously free product analytics tool that early teams can set up in minutes, with events, funnels, session... PostHog Tool PostHog Product Analytics PostHog
eChai Partner Brands The partnership →