Eighteen days after Andrew Guglielmi's first AI-visibility assessment — no website, no Google Business Profile, AI tools calling him the wrong kind of agent — a homeowner he'd never met left him a voicemail and said, unprompted, that he'd found Andrew through "an AI query and internet due diligence." Andrew thought it was a prank. It wasn't. It was the first lead LeadJens ever produced, and it started on a delayed flight with a card game.
Andrew and I were stuck on a ground delay at SFO, flying to Chicago, killing time with a round of Exploding Kittens. Somewhere between blowing each other up, I pulled out my laptop and ran his first AI-visibility assessment — the same one I'd been running on my own business for weeks. It came back 17 out of 100. He's an experienced operator with a wall of five-star reviews, and the machines that now answer for him couldn't see almost any of it.
What AI thought Andrew was
The AI tools described him as a San Francisco commercial broker. He's a San Mateo residential property manager and licensed REALTOR®. On the exact question 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. Andrew hadn't done anything wrong; the web just hadn't told the machine who he was, so it guessed, and it guessed badly. (If you've ever seen AI get your title or market wrong, that's the same thing — I wrote up why it happens in why AI confuses you with another agent.)
What we actually changed
No magic. We built the boring machine-readable layer AI reads: a website he owns that states who he is in schema a machine can parse, his reviews moved onto a surface AI can credit to him, and one consistent identity across every profile so the tools stop guessing. Those are three of the five signals that move AI visibility. Start to first call was eighteen days.
The call
On June 23 — day 18 — a San Mateo homeowner weighing whether to sell or rent a condo picked up the phone. He'd never met Andrew. He'd found him on his own, checked him out, and dialed. When Andrew asked how he'd landed on him, the guy said it flat out: an AI query and some internet due diligence.
That voicemail is the whole thesis in one breath — people are vetting you with AI before they ever call, and when AI can actually see you, sometimes you're the name it hands them.
I want to be careful here, because I say this to every agent: this is one real result, not a promise. I promise visibility — the showing-up-and-getting-cited part, which is the part we control. The call is what can happen when you're findable and you're good at the job. Andrew is both.
Can AI really send an agent a client?
Yes — and it's already happening, quietly, whether or not you've set up for it. When someone asks ChatGPT or Google AI who to hire, the tools answer from what they can read: your structured data, your reviews, your profiles. Set those up and you're in the running. Leave them thin and the AI answers the question with somebody else's name. Andrew's call is one data point; the full case study walks the whole 18-day build and the exact score movement if you want the receipts.
Why this matters for you
The uncomfortable part of Andrew's story is how ordinary it is — plenty of great agents are invisible to AI right now for the exact same reason he was. If you want to know which version of you the machine is describing, run the 30-second test: open a private browser window and ask ChatGPT "who is [your name], real estate agent in [your town]?" twice. If it gets your market wrong, misses your reviews, or names someone else — that's the gap.
Common questions
Can AI actually send a real estate agent a client?
Yes. AI answer engines like ChatGPT, Perplexity, and Google AI recommend people when asked who to hire, and they pull from what they can read about you online. When your site, reviews, and profiles are set up for them, you can surface in those answers — which is how Andrew's caller found him.
How long does it take to get found by AI?
It varies. Andrew's first AI-sourced call came 18 days after his assessment, but that's one example, not a rule — timing depends on how consistent your details are and how fast your owned site gets crawled and re-resolved.
What does "found through an AI query" even mean?
It means someone asked an AI tool a question — like "who's a good property manager in San Mateo?" — and your name came back in the answer, or your site turned up in their follow-up research. It's the new version of a Google search, and it answers with a person's name.
Do I need to be in a big city for AI to recommend me?
No. Andrew's market is San Mateo, not a mega-metro. The fixes — schema, reviews AI can read, a consistent identity — work in any U.S. market, and specific local questions are often easier to win than broad ones.