The AI visibility checklist: how a hospitality business gets found on Google and named by ChatGPT

What is on the AI visibility checklist?

How do you get your Google profile, reviews and other listings right?

Start with your Google Business Profile. Google says local results depend on relevance, distance and prominence, and that complete, accurate, verified profiles are more likely to show up. Fill in your category, attributes such as parking or outdoor seating, photos, regular hours and holiday hours. Google also says there is no way to pay for a better local ranking.

Reviews feed prominence through their number and rating. You have to verify your business before you can reply, and replies are public. Reply to every critical review briefly and calmly. It shows the next reader, and any tool summarizing your reviews, how you handle problems.

Keep your name, address and phone identical everywhere. Google’s guidelines ask you to use your name as it appears in the real world, a precise address and a phone the business controls. Then make your Yelp, TripAdvisor, OpenTable or Resy, Apple Maps and regional directory listings match exactly. Google says prominence also draws on links from other websites, so coverage in local press, a tourism board guide or a known food or wine site helps. Check what Reddit threads say about you, too.

What website basics do Google and AI assistants need?

• A clear title on every page. Google asks for titles that are descriptive, concise and unique, with your brand added at the end. "Wood-fired pizza and natural wine in Healdsburg | Your Name" beats "Home".
• A meta description per page. Google often writes its own snippet, but uses yours when it describes the page well. Summarize what the page offers.
• HTTPS and a mobile-friendly layout. Both are part of Google’s page experience guidance, along with Core Web Vitals and avoiding pop-ups that cover the page.
• Menus, prices and hours as text. Google can index PDFs, but a menu written on the page is easier to update, easier to match with structured data, and easier for any tool to quote. Keep the PDF as a download if you like.
• Facts guests ask about, stated plainly: reservation policy, tasting or corkage fees, party size limits, dog policy, parking, and shipping states for wine and food brands.

If you sell online, our Shopify AI search guide covers product pages in more depth. For how this differs from classic SEO, see AEO vs SEO for small business.

Which structured data should a restaurant, winery or inn add?

Structured data is a small block of code, usually JSON-LD, which Google recommends, that states your facts in a form machines read directly. Google says its AI features need no special markup, but the markup it already supports covers the facts assistants repeat. Keep it matched to the visible text.

• Your business type. Google asks for the most specific LocalBusiness type. schema.org has Restaurant, Bakery, CafeOrCoffeeShop, BarOrPub, Brewery, Distillery and Winery under FoodEstablishment. Name and address are required; phone, URL, hours, price range, cuisine and a menu link are recommended. FoodEstablishment types can also state whether you accept reservations. Inns and B&Bs use LodgingBusiness types such as BedAndBreakfast, Hotel or Resort, with check-in and check-out times, amenities and pet policy.
• Menu. schema.org Menu lets you list sections and items, each with a price.
• Product. For wine, coffee or anything you sell online, Google supports product snippets and, where people can buy on the page, merchant listings.
• Event. Tastings, dinners and classes can carry Event markup. Google requires a name, start date and a physical location with an address, and the event must be open to the public.
• FAQ. Since August 2023 Google shows FAQ rich results only for well-known government and health sites. You do not need to remove existing FAQ markup, but the value now is the visible questions and answers themselves.

Should you add llms.txt and allow AI crawlers in robots.txt?

llms.txt is a proposal from September 2024 for a short Markdown file at your site root: your name, a one-paragraph summary, and links to the pages that matter, like menu, hours, booking and shop. It is not a formal standard and Google does not require it, but it is quick to write.

robots.txt tells crawlers what they may fetch. It is not a way to hide pages from Google. Each AI company runs separate bots for search and for training, so you can allow one and block the other:

Sites often block these bots by accident through a security plugin or copied template. Open yourdomain.com/robots.txt and look for any name above next to "Disallow: /".

How do you check whether it is working?

• Google Search Console. Google counts traffic from AI Overviews and AI Mode in the Performance report under the Web search type.
• Bing Webmaster Tools AI Performance. In public preview since February 10, 2026, it shows how often your pages are cited in Microsoft Copilot and Bing’s AI summaries, and the queries behind them, though not placement or ranking.
• Test prompts. Each month ask ChatGPT, Claude, Gemini and Perplexity three customer questions, such as "best brunch in [town] with outdoor seating". Note whether you are named, whether your site is cited, and whether the facts are right.
• Server logs. Look for the bot names above to confirm they reach your pages.

For more on what makes an assistant name one business over another, read how to get recommended by ChatGPT.

Can someone check and fix this for you?

The quickest first step is to run the free visibility score. It asks ChatGPT, with web search on, three questions a customer would ask and checks whether your business is named. Of 49 sites scanned as of November 6, 2026, mostly wineries, ChatGPT did not name 28.

If you would rather hand off the whole list, the Oxto marketing assistant does it for you. Oxto’s founder, Zak Bedrosian, built the system first at his family’s winery, Domaine de la Riviere in the Russian River Valley, which had 240,000+ Google impressions and 16,000+ visits from Google and AI bots in October 2026. Weighing that against hiring? Our cost comparison lays out every option.

Make every source say the same, correct thing.