As AI techniques start decoding actual property catalogs by way of each structured information and storytelling, itemizing copy is regaining strategic significance, not only for advertising, however for discovery and search relevance. Troy Palmquist talks in regards to the narrative shift.
For a lot of brokers, itemizing descriptions are a advertising afterthought: useful, however second in significance to structured filters, pictures and floorplans. With the growing adoption of AI LLMs, even those that favor thorough and well-written property descriptions might have developed the behavior of plugging in a listing of options and including the output as a last-minute bit of promoting polish.
Now, nevertheless, with the announcement of Orpi’s rollout of its property catalog, optimized by proptech firm Kleio to be natively readable by agentic AI techniques, property descriptions are taking up a brand new significance, changing into a part of how properties are interpreted, matched and surfaced in conversational search.
As house search turns into extra automated, AI received’t simply learn the info in your itemizing. More and more, it is going to learn the house’s story.
The shift away from filter-first search
On a current journey to Paris, I noticed firsthand how completely different property discovery works outdoors the U.S. As a result of there isn’t any dominant MLS-style system funneling listings, consumers and brokers should navigate a fragmented on-line panorama to search out listings.
Irrespective of which facet of the pond you’re on, actual property discovery, whether or not by way of U.S.-style MLSs and residential search portals or European-style brokerage listings, has historically been structured round inflexible inputs:
- Variety of bedrooms
- Variety of loos
- Value
- Location
However AI techniques are in search of greater than that. They’re decoding intent and nuance, altering what “searchable” means.
In accordance with Philippe Wellens, co-founder and CEO at Kleio, AI brokers are in search of greater than structured info, so narrative content material discovered within the property description now turns into information the AI can use to fulfill the search.

Philippe Wellens
Wellens gave a concrete instance of how AI makes use of narrative. Say a possible purchaser is “in search of an residence in a really fancy-looking constructing designed by a selected architect” and “constructed within the 70s.” A conventional filter search from a portal would have made most of these particulars irrelevant, however they’re significant for AI matching.
Now, architectural historical past, constructing character, qualitative descriptors and neighborhood context are not “colour copy.” They’ve develop into searchable.
The return of the human-written description
In my dialog with Wellens, I identified that I’m not an enormous fan of AI property descriptions. I discover them pretty generic and infrequently convincing. As AI search turns into more and more built-in with house search, nevertheless, that generic, AI-generated copy merely received’t be sufficient, since enter high quality determines output high quality.
Wellens stated that well-structured enter that’s wealthy intimately turns into a promoting level when mixed with the personalization potential of AI. Kleio’s system can private property descriptions for particular person customers, transferring key particulars to the highest as a result of they matter to the potential purchaser.
Meaning description writing is now a hybrid of promoting and information design, and brokers who collect and talk richer way of life and intent information enhance discoverability inside AI techniques. That features capturing:
- way of life intent (distance measures, upkeep and situation, multi-generational or funding potential)
- options that matter emotionally, not simply numerically
- contextual element AI techniques can truly use

Amber Tkaczuk
“Hiring knowledgeable copywriter for my property descriptions was probably the greatest selections I’ve made for my listings,” Omaha, Nebraska, group lead Amber Tkaczuk stated. “It frees up my time to deal with what I do finest, and actually, the standard of the writing exhibits.”
“My copywriter stays present on compliant language necessities, so I by no means have to fret about what can or can’t be stated in an outline,” she added. “The result’s listings that aren’t solely legally sound however truly compelling — the sort of copy that makes consumers cease scrolling and begin reserving showings.”
As AI more and more turns into the avenue that connects purchaser and property, the itemizing description will not be the ultimate merchandise on a advertising guidelines. It turns into one of many major inputs shaping whether or not a property is surfaced in any respect in AI search.
That elevates one among actual property’s oldest content material disciplines into one thing newly strategic.
Troy Palmquist is the founder and principal at HomeCode Advisors. Join with him on LinkedIn.


