How it actually works

How it actually works

Everything else here is plain English on purpose. This page is the exception.

You don’t need to understand any of it to be a customer - it’s here for anyone who wants to understand the mechanism, not a requirement to read before you can trust me.

Every restaurant lives in two worlds. The visible one — your website, your Instagram — is the label on the tin, the part people fall in love with.

Every restaurant lives in two worlds. The visible one — your website, your Instagram — is the label on the tin, the part people fall in love with.

The invisible one is the barcode on the back: your name, hours, and menu, written the way a machine reads, not a person. AI systems — ChatGPT, Claude, Perplexity, and what Google itself now answers with — are the scanners of that invisible world. Ask for a recommendation, and they read the barcode, not the label. Scratched, missing, or wrong, and AI has to guess.

The invisible one is the barcode on the back: your name, hours, and menu, written the way a machine reads, not a person. AI systems — ChatGPT, Claude, Perplexity, and what Google itself now answers with — are the scanners of that invisible world. Ask for a recommendation, and they read the barcode, not the label. Scratched, missing, or wrong, and AI has to guess.

45%

45%

of consumers say they used an AI tool to find a local business recommendation in the past year — up from just 6% the year before.

of consumers say they used an AI tool to find a local business recommendation in the past year — up from just 6% the year before.

BrightLocal, Local Consumer Review Survey 2026 — brightlocal.com

Several tools, one restaurant, wildly different answers

Several tools, one restaurant, wildly different answers

Most “AI visibility” tools treat every business the same — a plumber, a dentist, a restaurant, one generic checklist. Mine took months to build and test, tuned specifically on real menus, real hours, real listings — not adapted from something generic.

Most “AI visibility” tools treat every business the same — a plumber, a dentist, a restaurant, one generic checklist. Mine took months to build and test, tuned specifically on real menus, real hours, real listings — not adapted from something generic.

Here’s why that matters: I ran one real restaurant through several free “AI visibility” tools, same day. Scores ranged from 29 to 90 out of 100. One called it excellent. Another called it barely visible. Nothing changed except which tool was asked.

Here’s why that matters: I ran one real restaurant through several free “AI visibility” tools, same day. Scores ranged from 29 to 90 out of 100. One called it excellent. Another called it barely visible. Nothing changed except which tool was asked.

I won’t name them — try it yourself and you’ll see the same spread.

I won’t name them — try it yourself and you’ll see the same spread.

What “AI can’t read your menu” actually means

What “AI can’t read your menu” actually means

22%

22%

of consumers have used an AI tool like ChatGPT or Google Gemini to help choose a restaurant.

of consumers have used an AI tool like ChatGPT or Google Gemini to help choose a restaurant.

DoorDash + SevenRooms, 2026 Restaurant Industry Trends Report — merchants.doordash.com

Ask AI something specific, like where to eat seafood tonight. If your menu is a photo or PDF, here's what it has to work with:

Ask AI something specific, like where to eat seafood tonight. If your menu is a photo or PDF, here's what it has to work with:

Where can we get fresh seafood tonight?

I can't tell which restaurants nearby serve seafood tonight.

A photo or PDF has no text for AI to read. A menu built as structured HTML, with Menu schema markup (a specific JSON-LD format), tells any AI system exactly what dishes exist, what they cost, and what dietary categories they fall into — directly, with no guessing.

A photo or PDF has no text for AI to read. A menu built as structured HTML, with Menu schema markup (a specific JSON-LD format), tells any AI system exactly what dishes exist, what they cost, and what dietary categories they fall into — directly, with no guessing.

Peek behind the curtain

In short

If your menu's a photo or PDF, I rebuild it as real, structured text an AI can actually read — without changing how it looks to your customers.

What “your hours say two different things” actually means

What “your hours say two different things” actually means

Is El Pescador open right now?

Sources disagree — one says open, one says closed. Best guess: probably closed.

Is El Pescador open right now?

Sources disagree — one says open, one says closed. Best guess: probably closed.

Your website, your Google Business Profile, TripAdvisor, Facebook — if those disagree, even slightly, AI has to guess which one’s true. Sometimes it guesses wrong, right when someone’s deciding whether to come.

Your website, your Google Business Profile, TripAdvisor, Facebook — if those disagree, even slightly, AI has to guess which one’s true. Sometimes it guesses wrong, right when someone’s deciding whether to come.

Peek behind the curtain

In short

I make sure there's one clean, trustworthy source AI systems can rely on for your name, address, and hours — instead of guessing when the others disagree.

What “Google says one thing, Instagram says another” actually means

What “Google says one thing, Instagram says another” actually means

Are the Google, TripAdvisor, and Instagram pages for El Pescador the same place?

Can’t confirm these refer to the same business.

Obvious to a person. Not obvious to a machine cross-checking facts against each other — unless something explicitly says so.

Obvious to a person. Not obvious to a machine cross-checking facts against each other — unless something explicitly says so.

Peek behind the curtain

In short

One line of code tying your Google, TripAdvisor, Instagram, and Facebook together — so AI systems know it's all the same restaurant, not four different half-matching ones.

What “AI can’t answer simple questions about you” actually means

What “AI can’t answer simple questions about you” actually means

Is El Pescador good for a group of ten?

Not enough information to say for certain.

Someone asks whether you take walk-ins, whether you’re good for a group, whether there’s parking. If the answer isn’t written down anywhere, an AI system doesn’t know it — even when it’s true, and even when it’s the exact detail someone was trying to find out before deciding. A handful of real questions, answered once in FAQ schema markup, gives AI systems a direct, quotable answer instead of a shrug.

Someone asks whether you take walk-ins, whether you’re good for a group, whether there’s parking. If the answer isn’t written down anywhere, an AI system doesn’t know it — even when it’s true, and even when it’s the exact detail someone was trying to find out before deciding. A handful of real questions, answered once in FAQ schema markup, gives AI systems a direct, quotable answer instead of a shrug.

Peek behind the curtain

In short

The real questions people ask about your restaurant — hours, groups, dietary options, walk-ins — answered once, in a format AI systems can find and quote directly.

What "your website tells AI to stay out" actually means

What "your website tells AI to stay out" actually means

What's on the menu at El Pescador?

I can't read their website.

A single line in a settings file on your website can tell AI not to look at it. It's usually put there by a plugin or a developer years ago. You can't see it, and neither can your guests.

A single line in a settings file on your website can tell AI not to look at it. It's usually put there by a plugin or a developer years ago. You can't see it, and neither can your guests.

Peek behind the curtain

In short

I check the file on your website that tells AI what it may read. If it's blocking AI, I tell you the exact line to change.

That’s the mechanism. If you’d rather see what it means for your own restaurant — back to the homepage.

GhostMenu

Being open isn’t the same as being seen.