How do I set up basic product analytics as a solo technical founder without drowning in dashboards?
The short answer
Instrument exactly one activation event, one core value event, and retention, then stop. Most founders install five tools and track fifty events, then never look at any of them, which is worse than tracking three things you check weekly. Start with a single lightweight tool and a named event for the one action that proves someone got value, everything else can wait until a real question comes up.
Go deeper, your way
3 hand-picked resources, 3 link-checked. Pick how you want to dig in.
▶️ Video
✓ Link checkedFreeBeginner
Why we picked it
Reading about instrumenting an event is one thing, watching someone actually set it up and see the data land is what makes it click. This walkthrough takes you from a blank account through capturing events and reading the first charts, so you can copy the steps for your own product. Use it as a practical starting point, then define the one or two events that actually signal a user got value.
Why we picked it
Most first-time founders either track nothing or drown themselves by logging every click, and this piece makes the case for the small middle: track the few events that map to a real decision. It walks through naming events well and tying each one to acquisition, activation, or retention, which is exactly the discipline that keeps you out of dashboard sprawl. Treat it as a starting point for your own tracking plan, not a fixed list to copy.
Why we picked it
PostHog is one all-in-one product analytics platform (events, funnels, session replay, feature flags) instead of a pile of separate tools a solo founder has to wire together and babysit. The free cloud tier alone covers a million events a month, and if you want to self-host, a single Docker command gets you running, so you own your data without a monthly bill. Start on the generous free cloud tier first, then read this page only if data ownership actually pushes you toward self-hosting.
