Quality score
See exactly how many rows are ready, auto-fixed, or blocked before import.
Use case
Ship dashboards you can trust
PMs and product analysts who need reliable funnels without waiting on data engineering for every export cleanup.
Common problems
- Duplicate events inflating activation metrics
- Property schema drift between releases
- Manual CSV cleanup before every quarterly review
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.