How real estate firms can sell data to AI companies

Real estate firms hold two kinds of data: public facts about property and private records of how agents work. AI buyers can already collect the first. The second, from pricing reasoning to maintenance ticket histories, is what a license can sell.

What real estate data do AI companies buy?

AI companies buy real estate data that records professional judgment and casework. micro1, which committed $1 billion in October 2026 to buying enterprise operational data, asks for SOPs, process documentation, workflows, templates, CRM records, support tickets and project histories.

Free text fits that brief best. An agent's note on why one comparable was adjusted down, or a property manager's thread from a tenant reporting a leak through to the plumber's sign-off, shows a decision and its outcome.

Data that anyone can download is a weak asset. Sold prices and listing histories are widely published on property portals, so they add little to a license. Our guide to what data AI companies buy explains why.

Can property managers sell tenant screening data?

Property managers cannot license tenant screening reports. The FTC's guidance for landlords says tenant background check reports are consumer reports, so the Fair Credit Reporting Act applies, and under 15 U.S.C. section 1681b(f) a person shall not use or obtain a consumer report for any purpose the Act does not permit.

The same FTC guidance says that when you are done using a consumer report, you must securely dispose of the report and any information you gathered from it. Treat credit reports, eviction history reports and criminal record checks as outside any data license.

Who owns listing photos and floor plans?

Listing photos and floor plans belong to whoever took or drew them unless the copyright was transferred. Under 17 U.S.C. section 201, copyright vests initially in the author, and the employer is treated as the author only for a work made for hire, such as work an employee prepares within the scope of employment.

A transfer from a freelance photographer is valid only in a writing signed by the owner, under 17 U.S.C. section 204(a). If a photographer supplies images under a license for marketing, check whether it covers any other use. If it does not mention AI training, assume it does not cover it, and strip the images or get written permission before they go into a package.

Correspondence identifies sellers, buyers, tenants, owners and their attorneys or title agents. The privacy notice in force when you collected that data governs what you may do with it, and under the CCPA a transfer of personal information for monetary or other valuable consideration is a sale unless the data is de-identified to the Act's standard.

Frankfurt Kurnit Klein and Selz notes that removing identifying details from millions of emails is much harder than removing names from structured fields. Our guide to de-identification for AI training data explains the methods buyers expect. MLS rules, franchise and portal agreements can also limit how listing content is reused, so read them alongside your own terms.

If you hold UK or EU data

UK estate and letting agents cannot license the personal data they collected for anti-money laundering checks. Regulation 41 of the Money Laundering Regulations 2017 limits that data to preventing money laundering, terrorist financing or proliferation financing unless another enactment permits the use or the person consents, and HMRC supervises estate agency businesses, according to GOV.UK.

Other UK client correspondence is tested under UK GDPR Article 8A, which asks whether licensing is compatible with the original purpose.

How do you sell real estate data through Sell My Data To AI?

You begin with a consultation. Sellers pay nothing to be assessed, and our success fee is agreed in writing before any introduction. Our eight-point vetting standard checks authority to sign, ownership, contract restrictions and privacy notices, so screening reports and third-party photos are caught before a buyer sees a sample.

See how we vet for the full standard, read whether you can legally sell company data, or book a consultation.