Updated 20 September 2026: first published on Elite Agent in May 2025. The article has been refreshed as an AI basics guide to evaluating technology news, using examples from the original roundup.
Every week seems to bring another AI announcement for real estate. A new search assistant, a renovation visualiser, a funding round or a change in the rules can all sound like something your business needs to act on immediately.
In May 2025, I was watching developments across regulation, renovation planning, property search and digital tours. Looking back at that roundup offers a useful beginner exercise: how do you turn an interesting announcement into a sensible question for your agency?
Start by separating what happened from what somebody predicts will happen next.
1. Ask what the rule actually applies to
The EU AI Act was one of the developments in the original roundup. Its requirements depend on the system, use case and organisation’s role. A client’s nationality alone does not tell you which rules apply to a particular activity.
For context, use the European Commission’s AI Act overview. Before relying on an announcement, identify the jurisdiction, relevant activity and applicable dates, then ask an appropriately qualified person about your actual circumstances.
The practical lesson is to avoid converting a broad news headline into a blanket agency instruction. Listing-copy assistance, tenant selection and lending decisions are different activities to investigate.
2. Treat a visual as a proposal to check
Block Renovation was an example in the May 2025 roundup. Its renovation-planning tool illustrates the idea of helping a homeowner explore a possible change.
For an agent, that can be a starting point for questions about a property’s potential. A generated room image does not establish that the design is feasible, approved or available at a particular cost.
Clearly identify virtual alterations as illustrations. Keep the actual property information alongside them, and have relevant professionals assess feasibility and costs before presenting those as established facts.
3. Check a search assistant against the listing
Redfin announced Ask Redfin in March 2024 as a beta tool for questions about homes for sale. It was one example of conversational questions becoming part of property search.
When you assess a similar tool, test whether its answers match current listing information. Try missing details, an outdated source and a question outside its scope. Check how it handles misleading assumptions and requests that could produce discriminatory suggestions.
An announcement describes a product’s intentions. Your test should examine what happens with the information and questions your business actually encounters.
4. Find out what the impressive demonstration requires
CoStar completed its Matterport acquisition in February 2025. Separately, Zillow was explaining how Showcase combines photography, virtual tours and interactive floor plans.
Zillow’s account describes captured panoramas used to build the experience. Do not assume an ordinary set of listing photos will produce every feature shown in a demonstration.
Ask what capture work, source files, equipment and review are needed. Compare the complete process with how your team works, rather than judging only the final screen.
The video retained below accompanied the original roundup. It is historical viewing, not a current product specification.
5. Turn investment news into questions
A funding announcement can indicate investor interest. It does not demonstrate that a product will save your team time or improve service.
Check the announcement date, currency and round before comparing figures. Then return to the practical questions: what problem does the tool solve, what information does it need and who handles errors?
The same applies to event previews. Google I/O, Computex and Microsoft Build were on my May 2025 watchlist. Those references belong to that period; they are not upcoming events now.
Try a prompt for reviewing an announcement
Help me assess this AI announcement for a real estate agency.
Announcement and publication date: [TEXT AND DATE]
Primary source material I can provide: [SOURCES]
Our actual task and current process: [DETAILS]
Separate established facts, product claims, predictions and unanswered questions. Identify dates, locations and availability limits. Do not assume an announced feature is available in our plan or market.
List the inputs, integrations, human checks and handovers we would need. Flag regulatory questions for qualified review rather than deciding them from the headline.
Propose one small internal test using fictional or authorised information. Explain what evidence would justify continuing, revising or stopping. Do not invent results, savings or product capabilities.You do not need to adopt everything that looks interesting. Choose one problem, check the evidence and test whether the proposed tool helps the people doing the work.
The original version appeared in Samantha McLean’s AI Powered Agents newsletter. Read the refreshed source article on AI Powered Real Estate by Samantha McLean on Substack.