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
Scan

Quality score

See exactly how many rows are ready, auto-fixed, or blocked before import.

Fix

Automated cleanup

Timestamps, naming, properties, deduplication — the fixes data teams write scripts for.

Review

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.