Is Your Restaurant Showing Up When People Ask AI Where to Eat?
Someone asks an assistant where to eat tonight, whether a place is open on the holiday, or which spot nearby has a gluten-free menu they can trust. The answer is built from your menu, your hours and a set of listings you mostly did not write. Run a free check and see what AI can read about your restaurant.
The menu is your most important page, and often the least readable
Many restaurant sites publish the menu in the form that is easiest to update and hardest to read: a photo of the printed menu, a designed image, or a PDF. Google says it can index PDF files. Its documentation does not say it reads text inside an image, and other assistants publish less about this than Google does. A menu written as text on a web page is the one format every reader handles the same way.
Google also keeps menus of its own. Its menu editor lets a food and drink business enter items, descriptions and prices on its Business Profile, and Google says it may transcribe menu data from your website and that customers can add menu photos. So several menus can be in circulation at once: yours, a transcription of yours, a customer’s photo from last spring, and whatever each delivery platform shows. The one you control best is the text on your own page, so make it complete and current.
A menu a machine can use has four things:
- Every item as text, with a short description that names the main ingredients.
- Prices, and the date they were last updated if they move often.
- Which menu it is, lunch, dinner, brunch or happy hour, and the hours each is served.
- Dietary marks that mean something, with a key that says what each mark promises.
Structured data can restate the menu. Schema.org has Menu and MenuItem types, and a suitableForDiet property whose RestrictedDiet values include GlutenFreeDiet, HalalDiet, KosherDiet, VeganDiet and VegetarianDiet. Markup should repeat what the page says. It should never make a claim the page does not.
Restaurant questions are asked for tonight
Most businesses are researched. Restaurants are chosen, often within the hour and often by somebody standing on a sidewalk. “Open now,” “takes a reservation for six,” “vegan options near the stadium,” “halal lunch downtown”: each has a right answer that changes by the day, and an assistant can only give it from what it can read at the moment somebody asks.
That makes the cost of a wrong fact unusually direct. A firm with a stale page loses an inquiry it never hears about. A restaurant with stale holiday hours gets a family of five at a locked door, and then a review about it. For a restaurant, AI visibility is less about being described well and more about being described correctly: the menu, the hours, the dietary claims, and the listings that repeat them.
Hours are a promise, and holidays are where they break
The error an assistant most often repeats about a restaurant is also the simplest: hours. Regular hours drift when the kitchen closes earlier than the bar, when lunch service is dropped for the winter, or when a holiday closure lives on a sign on the door and nowhere else.
Google’s Business Profile has a setting for exactly this. Special hours change your hours for particular dates, such as holidays, without touching your regular hours, and show only on those days. Google’s guidelines also allow current seasonal hours to be used as regular hours. Set holiday hours ahead of time, change your own site the same day, and if the kitchen and the bar keep different hours, say which is which.
Hours also live in places you did not set up: reservation and delivery platforms, directories, and old articles about your opening. When hours change for good, update every listing you can edit on the same day, because an assistant that finds two sets of hours has to pick one.
Gluten-free, halal, kosher: claims with a definition behind them
Dietary words are where restaurant copy most often says more than it means, and where a wrong answer can hurt somebody.
- Gluten-free. FDA defines gluten-free food as containing less than 20 parts per million of gluten. The rule applies to packaged foods, and FDA recommends that restaurants making a gluten-free claim on menus be consistent with its definition (FDA questions and answers). “Gluten-free” and “made without gluten ingredients in a shared kitchen” are different statements, and the second is often the true one.
- Kosher and halal. These are certified by religious and private certifying organizations, not by a federal program, and some states add their own rules. New York, for example, requires restaurants and other food establishments that sell food represented as kosher to register with the state Department of Agriculture and Markets and post a kosher registration form where customers can see it, and it keeps a registry of kosher and halal establishments and certifiers (announced May 24, 2023). If you are certified, name the certifying organization and keep the claim to the items or location it covers.
- Allergens. FDA recognizes nine major food allergens: milk, eggs, fish, crustacean shellfish, tree nuts, peanuts, wheat, soybeans and sesame, the last added by the FASTER Act and required on packaged food labels from January 1, 2023 (FDA). Those labeling rules are written for packaged food. A menu that says “nut free” is a promise about your kitchen, and an assistant repeating it to somebody with an allergy will not carry your footnote along with it.
Inspection records are public, and you do not write them
In many places the local health department publishes inspection results, and the format depends on where you are. New York City grades restaurants by letter: a score of 0 to 13 is an A, 14 to 27 is a B, and 28 or more is a C, grade cards must be posted where people passing by can see them, and results are searchable in the city’s ABCEats lookup. Other jurisdictions publish numeric scores, pass or fail results, or nothing online at all.
Some of that data travels. Yelp says it receives food health and safety data from local health departments and third party partners, and that a business which believes the data is wrong should contact its local health department. Yelp has also announced that its business information and reviews appear inside ChatGPT. So an inspection result is one of the few facts about a restaurant that can reach an AI answer through a government record, a review platform and an assistant without passing through the owner at all.
There is no marketing fix for that, and there should not be one. The work is to know what your jurisdiction publishes, check that the record is attached to the right business and address, and correct errors at the source.
The listings you do not control
A restaurant’s public record includes pages run by other companies: delivery apps, reservation systems, review platforms and directories. Each keeps its own copy of your menu, prices and hours, and each is a source an assistant may read.
Google’s Business Profile shows how this works. Google says third party ordering providers “who state they have authorized relationships with your business are automatically listed on your profile.” An owner can set a preferred provider or remove one, and Google says providers must remove the link within 5 business days of a request (Google Business Profile Help, checked September 2026).
Delivery menus often carry different prices from the dining room, which is a normal business decision. It becomes an AI problem when nobody says so, because an assistant asked what dinner costs may quote whichever price list it found. One sentence on your menu page, “delivery prices are set on each platform and may differ,” gives it the context.
Keep a list of every platform that carries your restaurant, who holds the login, and when each was last checked. Many wrong answers about restaurants trace back to a listing somebody set up years ago and forgot.
When there is more than one location
Each location is its own answer. Give each one its own page with its address, phone number, hours and the menu it actually serves, and its own Business Profile. A group page that lists three addresses under one set of hours tells an assistant all three keep the same hours, which is rarely true.
If the menu differs by location, say which items are not served where. Chains of 20 or more locations doing business under the same name and offering substantially the same menu items must show calories on menus and menu boards under FDA’s menu labeling rule, 21 CFR 101.11. If that rule applies to you, the calorie figures on your site and on your menu boards should be the same figures.
Reviews, and what an assistant does with them
Restaurants collect more reviews than almost any other kind of business, and review platforms are among the sources assistants can read. No assistant publishes how it weighs them. What is published is the line not to cross: the FTC’s final rule on consumer reviews and testimonials, announced August 14, 2024, bans fake reviews, incentives conditioned on a review being positive or negative, undisclosed reviews by company officers and managers, and suppressing negative reviews through threats, intimidation or false accusations (FTC announcement; FTC questions and answers).
Ask every guest the same way, never pay for a positive review, and reply to the specific complaint. A reply that says what changed, the new hours or the new allergy process, is a fact the next reader can use.
Where AI visibility work falls short for restaurants
- It cannot judge food. A score reads published signals. Taste, service and atmosphere are not measurable from a website, and guests will decide those.
- Menus change faster than sources refresh. A daily or seasonal menu will be out of date in some copy somewhere. Google says menu edits on a Business Profile can take 24 to 48 hours to display (menu editor help), and other sources can take much longer.
- Much of your record is not yours. Delivery listings, customer photos, old articles and inspection records are written by others. You can correct some of them, and none of them quickly.
- Being named is not being chosen. An assistant can describe you correctly and still name three other places first. Nobody controls that, and anyone who promises you a placement is promising something they do not control.
- We have not measured restaurant prompts. We have not run a measured set of assistant answers for restaurant questions, so this page does not tell you what any assistant currently says about any restaurant, and it does not claim that any change moves an answer.
None of this is legal, food safety or health advice. Your local health department and your own counsel decide what applies to you.
A check is a baseline, not monitoring. The free evaluation reads what you publish on the day it runs and returns a score, the evidence behind it and the highest-priority issue. It does not watch what changes afterward, and re-running it on an unchanged site returns the same reading. If what you need is the record over time, and somebody completing the authorized work, that is ongoing AI visibility tracking from Digilu.
Restaurants and AI Answers
It can read what is published as text on a page it is allowed to reach. OpenAI says ChatGPT search can include public sites that do not block its search crawler. A menu that exists only as a photo or a designed image is the hardest format for any reader, and a text menu on your own site is the one every system handles the same way.
Not necessarily. Google says it can index PDF files. A text menu on a web page is still easier to keep current and easier to read on a phone, and it avoids an old PDF staying in search results after the menu has changed.
Usually because several sources carry your hours and they disagree: an old directory, a delivery platform, a Business Profile without holiday hours, or a website nobody updated. Set special hours for holidays on your Business Profile, change your site the same day, and check every other platform that lists you.
FDA defines gluten-free as less than 20 parts per million of gluten, and it recommends that restaurants making the claim on menus be consistent with that definition. If you cannot be confident of that, say what is true, such as made without gluten ingredients in a shared kitchen. This is not food safety or legal advice.
Name the certifying organization and say which items or which location the certification covers. Certification comes from private and religious certifiers, and some states add rules: New York, for example, requires restaurants selling food represented as kosher to register with the state and post a registration form. Do not use the words for food that is not certified.
Google says ordering providers that state they have an authorized relationship with your business are listed automatically, that an owner can remove a provider link or set a preferred one, and that providers must remove a link within 5 business days of a request. The listing on the delivery platform itself is governed by that platform.
Yes. The AIOInsights check is free, needs no account, and returns a real, deterministic score with your single highest-impact fix. A deeper, human Full Evaluation for your restaurant is available through Digilu.
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