Insights · 6 min read
Property listing CSVs: MLS-style fields and bulk cleanup
Brokerage feeds: inconsistent enums, photo URLs, and cross-market schema drift.
Published March 21, 2025 · Table
IDX and MLS exports vary by board. Analysts normalize property type enums and validate lat/long ranges before syndication.
Tip
- Search for duplicate listing keys before go-live.
- Confirm currency and square-foot units across markets.