Quality score
See exactly how many rows are ready, auto-fixed, or blocked before import.
Use case
Clean event data before your first Mixpanel import
Early-stage teams migrating from spreadsheets or stitching together tracking from multiple SDK versions.
Common problems
- Timestamp chaos from mixed SDK versions
- Inconsistent event names across engineers
- Missing user_id on pre-login events
Automated cleanup
Timestamps, naming, properties, deduplication — the fixes data teams write scripts for.
Human gate
Approve auto-fixes before anything exports to your analytics stack.
Scan your analytics CSV before import.
Free preview on 10,000 rows · Human review before export to Mixpanel, Amplitude, or your warehouse.