GEO for Real Estate

Real estate prompts split between platforms and people, and engines handle them very differently. Platform prompts (“best site to browse homes”) resolve to the giant marketplaces - Zillow, Realtor.com, Redfin - and are effectively closed to everyone else. But people prompts (“best realtor for first-time buyers”) are wide open: engines assemble answers from agent profiles on those same marketplaces, Google Business reviews, team pages and local press. The winning insight is that the marketplaces are not your competition for people prompts - they are your distribution. An agent with a complete, review-rich Zillow profile is inside the dataset engines quote; one without is invisible.

Transaction evidence is the currency of this vertical. Engines qualifying an agent recommendation reach for countable proof: sales volume, years active, review counts, and the specific neighborhoods and price bands in past transactions. Profiles that surface this data - and personal sites that repeat it consistently - give engines the confidence to name an individual. Vague bios (“passionate about helping families find home”) provide nothing quotable. The differentiator prompts buyers actually use - first-time buyers, investors, luxury, relocation - reward agents whose public evidence names those exact segments.