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Product Analytics Framework: A Guide for SaaS Companies

Userpilot

The process of creating a product analytics framework starts by identifying internal stakeholders it will benefit from. Next, each stakeholder group sets relevant product goals , chooses corresponding metrics , and selects data sources. Solid product analytics tools include Amplitude , Google Analytics 4 (GA4) , and Hotjar.

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Pendo vs Appcues vs Amplitude for Product Analytics

Userpilot

Pendo for product analytics Pendo has no shortage of product analytics capabilities as both native features and third-party integrations. You’ll even be able to access the most important metrics like MAUs and feature use from the home dashboard itself. Data Lag : Pendo’s analytics dashboards only update once per hour.