If AI keeps getting your details wrong — wrong market, wrong title, or your work credited to somebody else — it's almost always one problem: AI can't tell you apart from another agent with a similar name or a messier trail of profiles. The fix is your entity. Make your name, title, and market read identically everywhere, wire your profiles together so AI reads them as one person, and anchor all of it to a site you own.
I deal with this on my own brand. Type "LeadJens" into an AI tool and about half the time it hands you back LeadJen — a B2B lead-generation company out of Indianapolis. Same near-name, and the AI shrugs and picks the one with the bigger, more consistent footprint. If it happens to me while I do this full-time, it's happening to you.
Why does AI mix you up with another agent?
AI blends two people when their identifying details overlap and nothing on the web tells it they're actually different. Every tool — ChatGPT, Perplexity, Google's AI — builds a picture of who you are from every mention it can find. A shared or similar name plus a title and market that change from profile to profile gives it no clean line to draw, so it either merges you with the other person or defaults to whoever has the stronger, more consistent presence.
Here's what that looks like in practice. When I ran Andrew Guglielmi's first AI-visibility assessment, the tools described him as a San Francisco commercial broker. He's a San Mateo residential property manager and licensed REALTOR®. On the exact query his future clients type — "best property manager in San Mateo" — he showed up zero times out of six across ChatGPT, Perplexity, and Google's AI answers. Andrew's an experienced operator with a wall of five-star reviews. The web just hadn't handed AI any of it.
What is an "entity," in plain English?
Your entity is the single, machine-readable identity AI uses to decide who you are and what you do. Google, ChatGPT, and Perplexity each try to resolve you down to one clear profile — your name, your title, your market, the accounts that belong to you, and the website that acts as your source of truth. When those signals agree, AI names you. When they fight, it hedges — or hands the answer to an agent it can read cleanly.
This is the shift most agents miss: AI recommends people, and only the people it can confidently identify. If the web can't tell the machine who you are, none of your skill gets counted. (I broke down all five signals in how real estate agents get found by AI — entity is the one that quietly sinks the most people.)
The four fixes that clean up your entity
Four things decide whether AI reads you as one clear person: consistent details, schema, sameAs, and a site you own. Each one comes down to consistency, and none of it takes a developer.
- Make your name, title, and market identical everywhere. Worded the exact same way on Zillow, Realtor.com, your Google Business Profile, LinkedIn, and your site. "Jens Hansen, REALTOR®, Danville, CA" — not "Jens Hansen" in one place and "Jens H. | East Bay Homes" in another. Every mismatch is one more reason for AI to suspect you're two different people.
- Add schema to your site. Schema is code that states who you are — name, title, market, reviews — in the format machines read directly. Without it, AI is guessing from your page's wording; with it, you've handed it the facts. (Google's own structured-data guide is the reference.)
- Wire your profiles together with
sameAs.sameAsis one line inside that schema that lists your other profiles and says, plainly, "these are all me." It's how you turn a scattered Zillow, LinkedIn, and GBP into one connected entity instead of four loose fragments AI has to reconcile on its own. - Anchor it to a site you own. A brokerage template page usually can't carry custom schema or a
sameAsblock, so AI has no authoritative home base for you. A site you control becomes the source of truth every other profile points back to.
The part that catches experienced agents off guard
The agents this hurts most are often the ones who've been around long enough to leave a messy trail. Fifteen years in the business can mean fifteen years of profiles — an old team page, a lapsed brokerage bio, a Zillow account that still lists a market you left. That history is exactly what scrambles your entity. A newer agent with three clean, matching profiles can win the AI answer over a 15-year veteran. The veteran may be better at the job; the newer one is just easier for the machine to read. Legibility is the game here, and it's one you can win in an afternoon of cleanup.
Common questions about AI entity confusion
Why does AI get my job title or market wrong?
Because your profiles don't agree, and AI trusts consensus. If three sources say "San Mateo property manager" and two older ones say "commercial broker," it may average them into something wrong. Line the details up and the wrong version loses.
How do I tell AI that two profiles are the same person?
The sameAs property in your website's schema. It lists every profile that belongs to you so AI connects them into one identity instead of treating each as a separate, half-formed person.
Can I fix this on my brokerage or template website?
Usually not completely. Most brokerage and template sites don't let you edit the schema or add a sameAs block, which are the two pieces that do the heavy lifting. That's the main reason a site you own raises your ceiling.
How fast does AI update who I am?
It isn't instant. Once your details are consistent and your owned site gets crawled, the tools re-resolve your entity over the following weeks — not overnight, but faster than most agents expect once the signals stop fighting each other.