Diners ask AI where to eat. Do they hear your name?
DineVisible runs the questions real diners ask ChatGPT, Gemini, Perplexity, and Claude — then ranks every restaurant in your neighborhood by how often AI recommends it. See where you stand, and exactly how to climb.
Free public leaderboard · Pro audit from $39/mo · No card to start
Tracking recommendations from
The shift
Search is becoming a single answer.
When someone asks an AI assistant “where should I take a date tonight?” they don't get ten blue links. They get a short list — often three names. If you're not on it, you're invisible, and you'll never see the reservation you lost.
Review counts and SEO don't decide that list. The way AI models weigh menus, reviews, editorial coverage, and the exact phrasing of the question does. That's a new surface — and right now it's unmeasured.
A real query, four engines
“Best date night dinner near me?”
- ChatGPTnames you 2nd
- Claudedoesn't mention you
- Gemininames you 1st
- Perplexitycites a rival's Time Out feature
DineVisible runs 80–150 of these per neighborhood, every week.
How it works
A new audit every week. The leaderboard updates the morning after.
01
We ask the way diners ask
80–150 natural-language queries per neighborhood across cuisine, occasion, location, and preference — phrased like real people, even per diner persona.
02
Across all four AI engines
Every query runs against ChatGPT, Claude, Gemini, and Perplexity in parallel, with their citations captured.
03
Scored into a leaderboard
We parse every recommendation, classify the sources, and score each restaurant on five dimensions — published as a public leaderboard.
The score
Five dimensions, one number.
Every restaurant gets a 0–100 visibility score, blended from five measures. The breakdown tells owners exactly which lever moves the needle.
Mention Frequency
How much of the query matrix names you.
Position
How high you land when you appear.
Cross-Engine
How many of the four engines agree.
Context Richness
How much detail AI gives — price, vibe, dishes.
Source Diversity
The breadth of sources backing you up.
0–100
Your neighborhood rank, weekly.
For restaurants
Stop guessing why AI skips you.
Claim your restaurant for a full audit: per-engine breakdowns, the menu and experience claims AI gets wrong, your strongest and weakest occasions, the booking sources AI sends diners to, and the competitors you're actually measured against.
What restaurants get →- ✓Why AI isn't recommending you — and what to fix
- ✓Hallucination alerts when AI gets your details wrong
- ✓Occasion-by-occasion visibility map
- ✓Your real competitive set, measured + web-grounded
FAQ
Questions diners and owners ask.
What is DineVisible?+
DineVisible is an AI restaurant visibility leaderboard. It measures how often ChatGPT, Claude, Gemini, and Perplexity recommend each restaurant in a neighborhood when diners ask where to eat, and ranks them with a 0–100 visibility score updated weekly.
How does DineVisible measure AI restaurant visibility?+
For each neighborhood DineVisible generates 80–150 natural-language queries across cuisine, neighborhood, occasion, and preference, then runs every query against ChatGPT, Claude, Gemini, and Perplexity in parallel. It parses which restaurants each answer names, captures the cited sources, and scores each restaurant on five dimensions.
What are the five scoring dimensions?+
Mention Frequency (30%) — how much of the query matrix names you; Position (25%) — how high you land when you appear; Cross-Engine consistency (15%) — how many of the four engines agree; Context Richness (15%) — how much detail AI gives such as price, vibe, and dishes; and Source Diversity (15%) — the breadth of sources backing you up.
Which AI engines does DineVisible track?+
DineVisible tracks recommendations from four AI engines: ChatGPT (OpenAI), Claude (Anthropic), Gemini (Google), and Perplexity. Each query runs against all four so the ranking reflects consensus rather than a single model.
How much does DineVisible cost?+
The public neighborhood leaderboard is free forever. The Pro audit for a single restaurant is $39/month and adds per-engine breakdowns, weekly tracking, hallucination detection, and action plans. Group is $129/month for up to five locations, and Enterprise is custom for chains of 20+ locations. No card is required to start.
Where is DineVisible available?+
DineVisible is live in cities worldwide and opens new neighborhoods on demand. When a restaurant claims its area, that neighborhood is added to the audit queue first, so coverage expands wherever diners and owners ask for it.
How is this different from SEO or Google rank tracking?+
Traditional rank trackers watch Google's ten blue links. DineVisible watches the single answer AI assistants give when a diner asks for a recommendation — a different surface decided by how models weigh menus, reviews, editorial coverage, and the phrasing of the question, not by SEO or review counts alone.
Find out where AI ranks you this week.
Browse the live leaderboard free, or claim your restaurant for the full audit. Live in cities worldwide.