AIIndustries · Restaurants
Lead and revenue attribution for restaurants and franchise brands
Diners ask assistants where to eat tonight, whether the patio is open, if the kitchen serves late and who caters, then act on the answer without seeing a search results page. The answer is assembled from whichever pages the AI could read: your site, or a third-party listing with last year's hours. WISLR measures it first-party, from crawls to citations to the referrals that reach your reservation book.
The short version
- Diners ask assistants what they used to ask the host. Hours, dietary options and whether there's a wait get answered from crawlable pages, and a PDF menu leaves the assistant quoting a listing site instead.
- The menu page decides the answer. Menus in real text with prices, current hours and dietary labels get cited far more than campaign content.
- WISLR ties answers to covers. AI referrals are counted first-party and followed to reservations, ordering and catering forms, with no tags on the site.
The marketing metrics WISLR reports for restaurants
AI referrals
Visits arriving from assistant apps like chatgpt.com and perplexity.ai, counted separately from search and direct, per landing page.
Reservation and order landings
AI-referred visits reaching reservations, online ordering and gift cards: revenue attribution for covers you would otherwise call walk-ins.
Catering and events inquiries
Assistant-referred arrivals on catering, private-dining and events forms: lead tracking for the highest-ticket side of the business.
Citations
When an AI answer engine quotes or links your menu, hours and location pages while answering where-should-we-eat questions.
Training crawls
Which bots read your menus, hours and location pages, and when. Crawling comes before citation, so this is the earliest signal a page will appear in answers.
Channel trend
The AI channel across the week and the seasons: what a menu change, a review cycle or a holiday does to crawls, citations and referrals.
Diners ask the assistant what they used to ask the host
Hours, dietary options, dress code, whether there's a wait: every question a host used to answer by phone now goes to an assistant, which answers from crawlable pages. A menu locked inside a PDF or a third-party platform leaves the assistant quoting a listing site that may be wrong. Restaurant marketing now starts with being the source the assistant reads, and measuring the diners the answers deliver.
What WISLR measures for restaurants and groups
WISLR separates the AI channel into three streams. Training crawls are bots like GPTBot and ClaudeBot reading your menu, hours and location pages. Citations are AI answer engines quoting or linking those pages while recommending where to eat. Referrals are people clicking through from chatgpt.com or perplexity.ai to reservations, ordering or a catering form, which is lead and revenue attribution for the AI channel, measured first-party at your own edge without tags on the site.
The where-should-we-eat answer is decided by practical pages
Assistants cite what they can read: menus in real text with prices, current hours, dietary labels, parking notes. That practical content decides the answer far more than any campaign. WISLR shows which of those pages the crawlers read and which ones answers cite, which is the restaurant SEO evidence for putting the menu on a real page instead of a PDF.
For franchise brands, per-location answers add up
Franchise marketing lives and dies locally: the assistant answers for a neighborhood, one location at a time. Crawlable location pages with per-store hours and menus win those answers; a single corporate page loses them to whoever is nearby and readable. WISLR measures the AI channel across the domains you connect, so a franchise group can see which markets the answers favor and which locations the referrals reach.
Common questions
Can I see when an assistant sends diners to book a table?
Yes. A person clicking out of a ChatGPT or Perplexity answer arrives as a normal visit carrying the assistant's referer. WISLR counts those referrals separately from search and direct, per page, so you can see AI-driven sessions landing on reservations, ordering and catering pages.
Our menu is on a delivery platform. Does that hurt us in AI answers?
A platform page that is the only crawlable menu means the assistant cites the platform, and the diner orders through it at commission. A real menu page on your own domain gives the answers a first-party source and gives you the click. WISLR shows whether the crawlers are reading yours.
What does setup involve for a single-location restaurant?
Connect your domain through Cloudflare and WISLR reads the traffic first-party from there. It adds no tags and changes no code on your site, and the AI channel report runs alongside whatever you already use.
See what the AI channel already does with your site. Start free or see how WISLR measures the AI channel. Curious which bots would be reading your pages? Browse the AI crawler index. Who runs visibility for this site is on record at agency of record.