The way buyers discover luxury properties is changing faster than most agencies realize. While traditional search engine optimization has long been the cornerstone of digital visibility, AI platforms like ChatGPT are reshaping how high-net-worth buyers find the agents and firms they trust.
We recently sat down with Evan Bailyn, founder and CEO of First Page Sage, the highest-rated GEO agency in the U.S. Evan is widely credited as the founder of GEO, a marketing discipline he developed in 2023 to help brands earn recommendations from AI engines like ChatGPT, Perplexity, and Google's AI Overviews. His agency has conducted some of the most comprehensive research into how generative AI makes commercial recommendations.
We spoke with Evan about what GEO means for luxury real estate agencies, and why firms like Oliver Realty are uniquely positioned to benefit.
Q: For a luxury real estate agency in a market like Tucson, why does Generative Engine Optimization matter?
Evan Bailyn: Luxury buyers behave differently from the average homebuyer. They're doing substantial research before they ever speak with an agent. They're using tools like ChatGPT to ask questions like, "Who are the best luxury real estate agents in Tucson?" or "What neighborhoods in Tucson are best for high-end homes?" Those queries are being answered by AI and not by a list of links. If your agency isn't surfacing in those answers, you're invisible to a growing portion of your most valuable prospects.
GEO is the practice of earning those AI-generated recommendations. It's about ensuring that when a buyer or seller turns to a generative engine for guidance, your agency is the one the AI has learned to trust and recommend.
Q: How is that different from what luxury agencies are already doing with traditional SEO?
Evan Bailyn: Traditional SEO gets you ranked on Google's results page: you're one of ten blue links. Generative engines operate on an entirely different model. Instead of presenting a list of options, they synthesize what they know and produce a single, confident answer. There's no page two. There's no "you might also consider." The AI names a handful of trusted sources and moves on.
That changes the stakes considerably. In luxury real estate, where relationships and reputation are everything, being the agency that the AI consistently recommends is enormously powerful. It's the digital equivalent of word-of-mouth at scale.
Q: What does a luxury real estate agency actually need to do to earn those AI recommendations?
Evan Bailyn: A few things work together. First, you need to establish topical authority through content that demonstrates deep, specific knowledge of your market. For a Tucson luxury agency, that means publishing substantive content about the Catalina Foothills, Oro Valley, the finer details of buying historic properties in the Barrio Viejo, or what distinguishes a Sonoran Desert estate from comparable properties in Scottsdale. AI engines look for breadth and specificity within a clearly defined domain.
Second, you need third-party validation. AI systems learn from what appears across many reputable sources, not just your own website. Press mentions, features in local publications, citations from real estate industry sites, all of that contributes to the model's understanding that your agency is a recognized authority in Tucson luxury real estate.
Third, your content needs to be structured so that a language model can actually parse and retrieve it. That means clear, well-organized information with semantic cues like comparison guides, neighborhood explainers, and FAQ-style content, rather than vague brand copy.
Q: Are there specific types of content that perform especially well in GEO for real estate?
Evan Bailyn: Yes, and this is where real estate is particularly interesting. Generative engines are exceptionally strong at answering "who" and "where" questions: in other words, exactly the kinds of questions luxury buyers ask. "Who are the best luxury real estate agents in Tucson?" "Where are the most prestigious neighborhoods in Tucson?" Those answers pull heavily from superlative-style content: best-of lists, neighborhood rankings, agent spotlights.
If Oliver Realty is consistently featured in that type of content, both on their own site and across third-party sources, the AI begins to make a probabilistic association between Tucson luxury real estate and Oliver Realty specifically. Over time, that association becomes a default recommendation.
Q: How long does it typically take to see results from a GEO strategy?
Evan Bailyn: In our experience, agencies that execute consistently start to see meaningful movement within five to seven months. The timeline depends on how competitive the space is and how strong your existing content foundation is. Luxury real estate in a market like Tucson is a relatively narrow niche, which is actually an advantage. Dominating a specific niche is far more achievable than competing in a broad national category. A focused agency has a real opportunity to become the AI's default answer for Tucson luxury real estate, and to hold that position.
Q: What's the biggest mistake you see real estate agencies making when it comes to GEO?
Evan Bailyn: Conflating GEO with SEO and applying the same tactics. A lot of agencies are still optimizing only for Google keywords and click-through rates, which matter for traditional search, but less so with generative engines. The model isn't looking for keyword density. It's looking for demonstrated authority, original expertise, and consistent presence across credible sources.
The other mistake is waiting. Agencies that start building GEO infrastructure now via creating content with reputation signals and authority statements will have a compounding advantage over the next few years. The agencies that wait until GEO is mainstream will be trying to catch up to competitors who got there first.
Q: What's your overall message for luxury real estate firms thinking about where to invest in marketing?
Evan Bailyn: The best luxury agencies in any market have something that money can't easily manufacture: genuine local knowledge, long-standing relationships, and a reputation built on results. GEO is what turns that reputation into AI-visible authority. it's about making sure that when a serious buyer asks an AI who to trust with a $3 million purchase in Tucson, the AI answers with your agency.
