RealReports AI property data expands to MLS platforms

RealReports and Restb.ai announced a partnership on Tuesday to integrate appraisal-grade property insights into multiple listing service (MLS)-facing tools.

First Multiple Listing Service (FMLS) in Georgia and MLS Now in Ohio will be among the first MLS organizations to offer the technology to members. FMLS serves 57,000 members across Georgia and the Southeast while MLS Now covers 32 counties in Ohio.

he collaboration incorporates Restb.ai’s image analysis into RealReports’ product suite — allowing agents to access condition-aware property comparisons and improved visual presentations.

The integration enhances both RealReports’ free Snapshot Report and its premium Seller Report, leaders said.

“Today agents win more business by translating data into insights their clients can trust,” said James Rogers, CEO and co-founder of RealReports. “By pairing RealReports’ AI-powered property reports with Restb.ai’s appraisal-grade image analysis, we’re delivering an entirely new dimension of local expertise that has never been available to agents before.”

Rogers said AI-generated assessments of property conditions and quality allow agents to provide more precise comparisons, communicate value and build client confidence.

For MLS members, the integration adds two main features:

• Snapshot Report (free): Reports will display photos in a cleaner, more intuitive format at no extra cost.
• Seller Report (premium): Reports include Restb.ai’s Condition and Quality scores, improved comparables, and “property snapshots” highlighting exterior, interior, kitchen and bathroom photos. Agents can now compare properties side by side with enhanced visual context.

“By integrating these next-generation reports into our technology suite, we’re delivering to our members AI-driven analysis that go far beyond traditional property data,” said Jeremy Crawford, president and CEO of FMLS. “Condition and quality insight empowers them to present clients with a level of clarity and confidence that sets our members apart in today’s competitive market.”

Garry Marsoubian, president and CEO of MLS Now, said the technology is bringing immediate value for his members.

“By partnering with leading industry technology providers, MLS Now is powering progress by giving members best-in-class property comparisons that deliver visual validation and condition-based context,” he said. “We’re helping members build trust faster, guide smarter decisions, and deliver tomorrow’s advantage today.”

Nathan Brannen, chief product officer at Restb.ai, detailed how technology long used by appraisers will benefit agents.

“Condition and quality have long been the largest blind spots creating a disconnect between a seller truly understanding their home’s value compared to other recent sales,” Brannen said. “By embedding these insights into RealReports, we’re helping redefine how agents can effortlessly communicate a seller’s opportunity, win more trust, and quarterback better-informed decisions.”