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Analytics — developer guide
What Are Analytics APIs?
Analytics APIs transform raw user behaviour into structured, queryable data your team can act on. Rather than only reading a dashboard, you query the API to pull exactly the segments, funnels, and event sequences you need for reports, feature decisions, or AI-driven personalisation. Whether you track a SaaS product, an e-commerce store, or a mobile app, an analytics API lets you programmatically access the same rich data your dashboard shows — and pipe it wherever you need it.
Common Developer Use Cases
- Embedding live usage metrics inside admin dashboards and customer-facing portals
- Running automated A/B experiment analysis and sending results to Slack
- Building custom cohort and retention reports beyond what the default UI offers
- Exporting event data to a data warehouse (BigQuery, Snowflake) on a schedule
- Triggering in-app messaging or email campaigns based on funnel drop-off
- Powering recommendation engines using real behavioural event streams
Choosing an Analytics API
Google Analytics 4 Data API is the right default for teams with existing GA4 properties — it's free with generous quotas and covers most reporting needs. Mixpanel and Amplitude offer richer event-level query APIs ideal for product analytics at scale. PostHog is the open-source choice you can self-host for full data ownership. Plausible suits privacy-first teams that need GDPR compliance without cookie banners. When evaluating, check for real-time streaming support, data retention limits on free tiers, and whether the export API is available without an enterprise plan.


