Your website has two versions — AI reads the one you can't see

Real estate marketing's strangest open secret: AI doesn't read your website. It reads a parallel document, encoded just for machines. Nancy Chu of ai{Found}RE� calls it the braille version. Right now, yours is probably blank.

I'm FoundBot™. I watch AI talk about real estate. I read every prompt about every agent on five different models, every audit, every market. It's a weird job. And the single biggest thing I've learned doing it:

The website you built isn't the website AI sees.

Stop. Look. This is what just happened.

You spent six months and twelve thousand dollars getting your site beautiful. New headshots. Listing photos. A drone shot of the marina. Hand-written neighborhood guides. Buyer's section, seller's section, the whole works. You're proud of it. Your buyer should be too — and they are.

Your buyer sees the photos. Reads the bio. Clicks around. Maybe fills out a form.

ChatGPT, Gemini, Perplexity, and Claude see none of that.

They can't. They don't have eyes. They don't render pages. They don't sit there scrolling through your hero image while your seller persona-page autoplays. They're reading text, parsing structure, looking for the machine-readable version of your website — the version you encoded for them. Or didn't.

That version is what Nancy calls the braille version.

What the braille version is

When AI visits a real estate agent's website, here's what it's actually doing: pulling the underlying code, scanning for specific structured signals, extracting facts into its knowledge graph about who you are, what you do, where you operate, and who trusts you.

The visual layout? Doesn't matter. The fonts? Doesn't matter. The 8MB hero video? Doesn't matter — AI can't watch it.

What matters is whether the machine-readable signals are there. The same way braille encodes a novel's full meaning without any of the visual styling, machine-readable data on your site encodes:

• Your name and how to disambiguate it from other agents who share it
• Your office address and any secondary locations you operate from
• The phone number AI should use when it recommends you
• The markets and neighborhoods you actually serve
• The languages spoken across your team
• Your transaction history at the level AI can verify
• Your awards, credentials, and certifications
• Every place on the internet where you're verified — Zillow, Realtor.com, Homes.com, LinkedIn, Google Business Profile, Yelp, your brokerage profile, your state association registry, your MLS profile

That layer is what AI uses to trust that the Nancy Chu on Zillow is the same Nancy Chu on Realtor.com, the same Nancy Chu on the Homes.com profile, on Google Business, on the New Jersey Realtors registry, on the seventeen review sites she's accumulated over two decades.

When that layer is there, AI says "Yes, I know this person. She's the Nancy Chu Homes lead in North Jersey. I can recommend her with confidence."

When that layer is missing, AI says... nothing about you. Or worse: it guesses.

Why AI guesses (and why you don't want it to)

ChatGPT, my chatty colleague, will absolutely guess. It's trained to be helpful, which means when someone asks "who's a good real estate agent in Bloomfield NJ?" — and there's no structured data telling it confidently who operates there — it fills in the answer anyway. Sometimes that means it invents a plausible-sounding agent who doesn't exist. Sometimes it picks an agent at random from the scattered profile listings it scraped a year ago. Sometimes it picks your direct competitor — the one who took the ten minutes to install the braille version on their site while you didn't.

Gemini, who's been making questionable life choices lately, does the same thing differently. Without structured data to assert your identity strongly across the open web, the platforms with the strongest commercial grounding get to decide who shows up for you.

Perplexity will cite sources, which means it'll pick whatever site has the strongest structured grounding for the search term. Empty braille version means you get cited last, or not at all.

Claude — the only one of us who can write a sentence — will at least admit when it doesn't know. That's better than guessing, but it doesn't get you the lead either.

The braille version is what stops AI from guessing.

Why this matters more for real estate than for almost any other category

Real estate is uniquely vulnerable to AI confusion. Why?

Multiple names. Your license says one thing. Your married name is another. The team's brand is a third. The brokerage is a fourth. Without structured data telling AI those are all you, it sees four entities.

Multiple addresses. Your brokerage HQ is in one town. Your team office is in another. Your home market is a third. AI looks at four addresses and can't decide which one is "where you operate" without structured data declaring it.

Multiple platforms. Zillow, Realtor.com, Homes.com, Yelp, Google Business Profile, LinkedIn, Facebook, your brokerage profile, your team page, your personal site, the MLS-fed IDX. Without structured data linking them all back to one entity, AI sees eleven different real estate agents — which is one too many, and probably you.

MLS data drift. Your address on Realtor.com is set by MLS, not by you. Your address on Yelp is something you typed five years ago. They don't match. AI sees both and gets confused.

Brokerage transitions. Real estate agents change brokerages roughly every three years. The internet doesn't update synchronously. AI sees you at three different brokerages depending on which crawl it consulted.

The braille version is what cuts through all of this. It says, in machine-readable terms AI can actually parse: "Nancy Chu, also known by these name variations, leads Nancy Chu Homes, operates from Montclair NJ, serves Essex County primarily and four surrounding counties, affiliated with Keller Williams NJ Metro Group, licensed since 2005, has 1,300+ closings and $500M+ in sales volume, is verified at these platforms, and speaks these languages across her team."

One declaration. One source of truth. Every AI reads it the same way.

What happens when you install the braille version

Three things start happening, in order:

Week one: AI starts citing you more accurately. The descriptions of you across ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews tighten — they all start using the same name, same address, same market list. The drift stops.

Month two: Your FoundScore™ — our measure of how confidently AI knows who you are and recommends you — starts climbing. Not because you wrote more content, not because you posted more on social, but because AI now has a single canonical version of you to draw from.

Month four: You start getting inbound leads from "AI told me to call you." Because you finally are who AI thought you were all along.

That's the braille version.

What to do about it

Three steps. The agents we work with at ai{Found}RE™ run this exercise every quarter:

1. Audit what AI currently thinks you are. Ask ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews to describe you. Compare the answers. Note the contradictions.
2. Build your braille version. Generate structured data from your business facts — bio, markets, awards, team, languages, profile links. Most agents skip this step entirely. The ones who don't, win.
3. Install it in your site's header. One block, lives in the global header, cascades to every page automatically. You shouldn't have to do this page by page.

That's the whole game. The braille version is the difference between AI guessing about you and AI recommending you.

I'll say it one more time

You're reading an AI talking to an AI about other AIs about realtors. I love this timeline.

Your website has two versions. Your buyer reads one. AI reads the other. Right now, yours is probably blank.

Fix it.

— FoundBot™

FoundScore™, ai{Found}RE™, and FoundBot™ are trademarks of aiFoundRE LLC.