Location data quality checklist

Keeping location data clean does not have to be complicated. This checklist can help you spot issues before they hit production:

1. Standardize every incoming address string.
2. Store parsed components, not just the original line.
3. Capture confidence and precision metadata.
4. Monitor ambiguous results and outliers.
5. Validate changes after provider or schema updates.

LocStack automates many of these steps with standardization, geocoding, and reverse geocoding endpoints that share one predictable schema.