MLS Data Quality: 10 Problems That Break Real Estate Products at Scale
A single Multiple Listing Service (MLS) record rarely stays in one place. The same listing feeds the search index, the map, the detail page, analytics, and the public API, so one incorrect value can propagate to multiple downstream surfaces that consume the same source data. A correction made in one system does not necessarily propagate to every downstream surface that consumed the original value.