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Product Analytics Basics

Set up simple product analytics

This guide explains choosing a few key events, ensuring clean event naming and properties, setting guardrails for PII, and building a dashboard that answers core product questions.

Define key events

Instrument sign-up, activation, core action, and retention events with clear names.

Set properties and hygiene

Use consistent property names, avoid PII where not needed, and version schemas.

Create a simple dashboard

Track activation, retention, funnels, and top segments; share with owners.

Review data quality

Spot-check events after releases and fix broken instrumentation quickly.

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