Growth & Marketing

How do I set up basic product analytics as a solo technical founder without drowning in dashboards?

A starting point

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

Hand-picked from around the web, each with a note on why it earns your time.

3 resources 3 link-checked Watch Read Use

Watch

▶️ Video

✓ Link checked Free Beginner

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.

How to Use PostHog: Step-by-Step Guide for Product Analytics & Session Replay

On YouTube by PostHog

Seeing the setup end to end (install, capture an event, read the chart) removes the guesswork of starting from docs alone.
Autocapture gets you data fast, but the real value is defining a deliberate custom event for your activation moment.
You can get a working analytics view in one sitting without building a wall of dashboards.

Watch on YouTube youtube.com →

Read

✍️ Essay

✓ Link checked Free Beginner

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.

Event Tracking Strategy: What to Measure and Why

From Mean CEO by Violetta Bonenkamp

Every event you track should earn its place by answering a specific business question, not just because you can log it.
Start with a short set of events tied to activation and retention rather than instrumenting everything up front.
Clear, consistent event naming matters more than volume, because messy data is worse than less data.

Open blog.mean.ceo →

Use

🛠️ Tool

✓ Link checked Freemium Beginner

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.

Self-host PostHog

From PostHog Docs by PostHog

One platform covers analytics, replays, and flags, so you avoid stitching several tools together as a team of one.
The free cloud tier (around a million events a month) is enough for most early products before you pay anything.
Self-hosting is a one-line Docker deploy, but PostHog itself recommends cloud unless you have a real data-privacy reason to run the infra.

Open posthog.com →