How AI Search Is Reshaping Who Gets the First Call in Commercial Real Estate

When a property owner told veteran broker Bob, "ChatGPT loves you," it underscored a fundamental shift underway in how commercial real estate assignments are won and lost. Two owners — one pursuing a $15 million air rights sale and another looking to transact on a $40 million to $50 million development site — reached out this week. Neither came through traditional channels: no referrals, no broker introductions, no networking events, no direct mail. They found him through content.

Key Details

The two unsolicited assignments came from property owners who had never met the broker previously. Both had independently consumed digital content — videos, articles, interviews, research reports, and case studies — produced by his firm, BKREA, over roughly the past two years. By the time they picked up the phone, they reported feeling as though they already knew him.

The firm's content strategy has encompassed research reports, market studies, databases, white papers, testimonials, and proprietary information tools. BKREA has invested in both search engine optimization (SEO) and, more recently, Answer Engine Optimization (AEO) — the practice of structuring content so that AI systems like ChatGPT and PerplexityAI can understand, access, and reference it as authoritative.

The source notes that for 42 years, traditional business development — word-of-mouth referrals from attorneys, accountants, developers, and colleagues — fueled the broker's career. Those channels still function, but a new layer has been added: property owners are increasingly posing questions directly to AI platforms and search engines, asking who specializes in air rights, zoning, vacant buildings, or development site sales.

Why It Matters

The piece argues that the balance of power in brokerage assignment selection is shifting. As the author frames it, "The best broker no longer automatically wins" — visibility in digital and AI-driven search increasingly determines who receives that critical first call.

For CRE firms, the columnist warns that restricting professionals from building personal brands and publishing thought leadership content represents a strategic error. When prospective clients search for expertise, they tend to gravitate toward findable individuals rather than anonymous corporate brands — potentially leaving firms that suppress individual visibility at a competitive disadvantage.

The sales process itself is also transforming. Historically, brokers built credibility during initial meetings. Now, the author observes, much of that trust-building occurs beforehand, as owners consume content and evaluate track records independently before ever making contact. That means by the time a conversation begins, the prospect may already be substantially qualified.

According to Commercial Observer, the takeaway for brokers and firms is that digital discoverability is no longer optional. Expertise that cannot be found online — or via AI — is increasingly becoming invisible to the very clients who are searching for it.