Claude for Product Analytics: The Founder’s Playbook
The complete playbook to go from raw product exports to retention analysis, churn investigation and a Monday briefing that tells you what actually changed
Every analytics tool on the market solves the same problem: it shows you what happened.
What none of them solve is the question after that. Why did it drop? Which users? What changed?
That gap is not a dashboard problem but rather an intepretive one. And it’s the reason you can have Mixpanel, Amplitude and a perfectly instrumented product and still spend Monday morning clicking through filters without arriving at a decision.
📚 By the end of this guide you’ll have a Claude project that reads your product data, answers questions in natural language, builds retention cohorts and funnel analyses from raw exports, investigates churn spikes by cross-referencing multiple sources and delivers a weekly briefing that tells you the three things actually worth looking at before you open a single dashboard.
Inside you will find:
How to Set Up the Analytics Project
How to Get Your Data In
How to Define Your Metrics So Claude Never Guesses
How to Run a Funnel and Activation Analysis Without a Data Team
How to Build Retention Cohorts and Read What They’re Telling You
How to Investigate a Churn Spike in Under 30 Minutes
How to Run the Monday Briefing
Attio is the AI CRM that compounds revenue around the clock.
It gives your team the foundation for moving fast, staying sharp, and scaling without breaking. Every customer signal, from emails and meetings to product usage, billing, support, and agent activity, is synced from day one, giving you a live picture of every account.
With Attio, you’ll get:
Revenue agents, workflows, and automations across every stage of your motion
Instant answers to anything you Ask Attio about your business
Access to your customer data wherever you work, through Attio’s MCP, API, and App SDK
30,000+ teams use Attio to drive more revenue at scale. Are you one of them?
👋 Just a quick note before you continue!
Building great AI systems and agents is quickly becoming one of the most important advantages a startup can have. So we’ve been building non-stop and this will become a much bigger part of PMF going forward.
From now on, as a premium subscriber, you’ll get access not just to the best resources on fundraising and growth (160+ Playbooks, 65+ Success Stories, 30+ Pitch Deck Collections, 25+ Investor Resources), but also:
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We’re already 70,000+ founders and operators inside!
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