← From the pipeline
Listings

Why MLS data fragments property history

MLS systems track listings, not properties. Each time a property is relisted, it is often assigned a new MLS ID.

In data terms, MLS identifiers are event-based, not property-based.

What this means

A single property can have:

Why this matters

Without linking these records:

What solves this

Property-level datasets match records using:

This creates a persistent property identity across all listing events.

Linking listings to a single property creates a continuous transaction history.
Derived from BrightCat Listings and Core data · Address-level matching since 2014
See the data

Request sample data

See the signals for yourself — real data, updated weekly.

Get sample dataTalk to sales