PostHog

From instrumentation to decisions

PostHog is built around event capture: install an SDK, identify users, and shape raw activity into trends, funnels, cohorts, and retention views. A team can investigate a drop-off, inspect the affected visits, and test a fix without stitching together several vendors. The interface rewards people comfortable with data concepts; thoughtful event and property naming still determines how useful the answers become.

• Cloud: quickest setup, with managed ingestion and storage.
• Self-hosting: keeps data under your control but adds infrastructure work.
• Billing: applies separate free allowances, then meters each product.

What daily use feels like

Product managers can build dashboards and saved insights without SQL, while engineers get flexible APIs for deeper work. Setup is quick if autocapture covers the first questions, but trustworthy reporting eventually needs a deliberate tracking plan. As the toolkit grows, navigation feels busier than a focused analytics app, and large replay or event volumes demand regular cost checks.