The fundamental change: events, not sessions
Universal Analytics organised everything into sessions. A session was 30 minutes of activity; every page view, click, and event got bucketed under a session ID.
GA4 organised everything into events. Every page view is an event. Every scroll is an event. Every button click is an event. Sessions are calculated from those events, not the other way around.
Practically: your old GA 'sessions' count and your new GA4 'sessions' count won't match. They're measuring slightly different things. Don't try to reconcile them — anchor on GA4 going forward.
Metrics that were renamed or removed
- Pageviews → Views (still tracked, just renamed)
- Bounce rate — calculated differently in GA4. UA bounce = single-page session. GA4 bounce = session that didn't 'engage' (10s, multi-page, or conversion). Numbers will be very different.
- Goals → Conversions (renamed; same idea)
- Behaviour Flow — removed entirely. The closest replacement is 'Path exploration' under Explorations.
- Site Search reports — gone from the standard reports; must be rebuilt manually in Explorations.
New things GA4 does that UA didn't
- Cross-device tracking by default — UA needed paid Google Signals; GA4 includes it free.
- Built-in event auto-tracking — scrolls, outbound clicks, file downloads, video views all tracked automatically.
- Predictive metrics — purchase probability, churn probability (requires lots of conversions).
- Free BigQuery export — UA reserved this for the $150k/yr enterprise tier.
- No data sampling on most reports — UA sampled aggressively above 500k sessions.
What to do if you still have old UA data you want to keep
Google deleted the UA UI in July 2024. If you didn't export your historical UA data, it's gone. If you did export to BigQuery or downloaded CSVs, keep them as a reference but don't try to merge them into GA4 — the data models are too different.
Best practice: pretend UA never existed
The single fastest way to make peace with GA4 is to treat it as a fresh start. Don't compare GA4 metrics to your old UA benchmarks. Build new benchmarks from your current GA4 numbers — what counts as a 'good' engagement rate or conversion rate for your specific business — and track changes from there.