MLS Data Infrastructure

Natural Language MLS Property Search

Skip tedious drop-down form filters. Query active listing feeds conversationally and deliver instant property recommendations to buyers using secure RESO Web API integration.

Query Architecture

Conversational Search Synthesized with RETS & RESO Web API

Licensed agents spend hours building complex queries across multiple MLS portals. AI Estate parses complex multi-variable requests and streams accurate, active listings instantly.

Example Search Syntax

• "Find 4-bedroom homes under $850k in Oakridge with main floor primary suite."

• "Show active single-family listings with ADU potential and HOA fees under $100/mo."

• "Identify price-reduced properties in Westside school district on market over 45 days."

Key Operational Advantages

speed

Instant Multi-Variable Search

Combine price caps, architectural styles, lot sizes, and garage requirements in a single sentence.

verified

Verified Board Feeds

Direct connection to RETS/RESO Web API ensures live status, price modifications, and agent remarks.

send

Instant Client Summaries

Export search results directly into client emails, SMS summaries, or WhatsApp updates.

Frequently Asked Questions

How does natural language querying connect to local MLS databases?

AI Estate connects via secure RESO Web API endpoints to your local real estate board feed. Queries are translated into structured RETS/RESO search parameters automatically.

Can I search by hyper-local criteria like school districts or zoning?

Yes. In addition to price, bedrooms, and square footage, you can query micro-location variables including school boundaries, HOA fee caps, and zoning allowances.

Are listing results updated in real time?

Yes. Active listing feeds synchronize continuously with local MLS board servers, ensuring status changes (Active, Pending, Contingent) reflect live data.