AI Housing Matcher

Describe your posting needs. We rank listings by budget, distance, pet policy, and intent match.

Enter one housing request only. Include a base, budget, bedrooms, and pet or family needs for the strongest results.

Ready to runThis looks like a usable housing search. Run the matcher to confirm the parsed signals.

Matches

No results yet. Run the matcher to see ranked listings.

How It Works

The matcher converts your posting request into filters, then ranks listings by budget fit, distance, pet compatibility, and listing quality signals.

FAQ

Is this fully AI-ranked today? It is hybrid. Rule-based ranking is live now, and vector embeddings improve relevance after backfill.

Why can results appear outside a requested base? That usually indicates base mapping data quality issues on specific listings.