Proptech buyers research platforms within AI search tools like ChatGPT and Perplexity before requesting a demo. Gartner's 2024 survey of 632 B2B buyers found that 61 percent now prefer a rep-free buying experience. Proptech companies relying solely on press releases offer limited discoverability for these buyers, potentially missing early-stage consideration.
Why do proptech buyers use AI search before calling sales?
Proptech buyers ask AI tools to compare vendors because this research method avoids sales pressure and provides information quickly. The same 2024 Gartner survey indicated that 73 percent of B2B buyers actively avoid vendors who send irrelevant outreach. This avoidance drives independent research earlier into the buying process.
A property manager evaluating rent collection software, or a brokerage comparing listing platforms, first conducts a comparison through an AI chat tool. The vendor named in that AI answer receives the initial sales call, while those omitted lose the opportunity to pitch.
Why does a press release disappear from AI search results?
A press release announces news once and typically drops out of search indexes within weeks. Real estate has the lowest AI Overview trigger rate among major U.S. industries at 0.14 percent, despite 82 percent of working agents using AI tools daily, according to Everything-PR in 2026.
Why it works: AI systems retrieve pages that contain named entities, structured data, and receive consistent citation from other sites. Search engines treat wire-distributed announcements as duplicate syndicated content, as stated by Google Search Central in 2024. A proptech brand publishing only press releases provides these systems with little content suitable for quotation.
| Content type | Does AI search retrieve it? | What the buyer sees |
|---|---|---|
| Press release, wire only | Rarely, treated as duplicate syndicated content | Nothing when the buyer asks an AI tool to compare vendors |
| Named case study with results | Yes, cited as a specific, structured source | A vendor name attached to a measurable outcome |
| Comparison or explainer article | Yes, especially with question-shaped headers | A direct answer to the exact question they asked |
Which real estate platforms have shipped AI search tools?
Zillow, Redfin, and Realtor.com have all launched generative AI products in the past year. This indicates that the buyers proptech vendors target are already using AI search regularly. Zillow launched a ChatGPT app in October 2025. Redfin introduced a conversational AI tool on its Sierra platform in November 2025, according to Everything-PR in 2026.
Realtor.com launched its own ChatGPT app on March 30, 2026, as reported by Everything-PR in 2026. Property managers or brokerages evaluating proptech software already run comparable questions through these types of AI tools before contacting a vendor's sales department.
What content gets cited by AI search?
A web page needs named entities, structured data, and a question-shaped header with its answer in the first sentence beneath it to be cited by AI search. AI retrieval systems match a query against indexed content chunks based on entity and keyword overlap. For example, a section naming "RealPage's rent payment tracker" will match a query about rent payment software, while a generic reference like "the company's product" will not.
A case study page requires Service and FAQPage schema that names the client, the result, and the date. This provides retrieval systems with a structured record to cite, rather than a paragraph they must interpret.
How did RealPage achieve 22 billion impressions?
RealPage collaborated with 5W Public Relations to become a frequently cited source for multifamily real estate data. The campaign secured 373 industry-targeted news articles and over 22 billion unique impressions, as detailed in 5WPR's RealPage case study. This success stemmed from using RealPage's own quarterly data reports and its NMHC Rent Payment Tracker project as consistent, citable source material.
HomeLight, another proptech client of 5W Public Relations, achieved over 581 million media impressions through the same strategic approach, documented in 5WPR's HomeLight case study. Both campaigns established named company executives as industry sources that reporters and AI systems consistently return to, moving beyond reliance on single-event announcements.
What should a proptech company publish instead of press releases?
A proptech company should publish structured comparison content, quarterly data reports, and named case studies with measurable results, replicating the successful approach used by RealPage and HomeLight. Executive positioning is as crucial as the content; a consistently quoted, named leader becomes a source that AI tools and reporters repeatedly cite.
Ran Eliasaf, founder and managing partner of Northwind Group, serves as a named, on-record voice for his firm's real estate communications. Similarly, Jeff Holzmann, COO of RREAF Holdings, is a publicly recognized figure. Neither relies on a single press release cycle to maintain visibility.
5W Public Relations' real estate and proptech practice represents developers, brokerages, REITs, and proptech companies, including RealPage, HomeLight, New Western, and RREAF Holdings. The practice builds the structured content and named-entity presence necessary for a brand to be cited in AI search, not just ranked.
Conclusion
Proptech buyers now research platforms using AI search before engaging in a demo. Brands with only press releases indexed will be invisible during the crucial part of the buying journey that determines the shortlist.
5W Public Relations operates AI Search (GEO) programs for brands across consumer, B2B, financial services, healthcare, and technology sectors. These programs build the machine-readable footprint that ensures brands are cited, not merely ranked. Learn more at 5W's GEO optimization practice.
