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AI Visibility Index · September 2026

Restaurants in Monterrey that AI assistants recommend

We asked ChatGPT, Claude and Gemini the four questions a buyer asks when looking for restaurants in Monterrey, three times each, in Spanish, and counted who they named. These are the businesses named in two or more of the 36 answers.

Check whether AI names youSee the ranking

Names are printed as the assistants wrote them. We have not checked that any of them is good, open, or real.

Restaurants · Monterrey
97%of answers named Pangea
Answers
36
Businesses named
50
Named only once
33
Named by 2+ assistants
6 of 17
Named again on a rerun
62%

Edition September 2026. Download the data

Asked for restaurants in Monterrey, ChatGPT, Claude and Gemini most often named Pangea (97% of answers), La Nacional (67%) and Koli Cocina de Origen (58%). Across 36 answers they named 50 different businesses, 33 of them only once. Each of four buyer questions was asked three times, in Spanish, in September 2026.

The ranking

The AI Recommendation Rate is the fraction of the 36 answers that named a business. The range under it is a 95% confidence interval: where two ranges overlap, the gap between those businesses could be chance.

Restaurants in Monterrey named by AI assistants, September 2026
#BusinessAI Recommendation RateChatGPTClaudeGeminiQuestionsAvg. position
1PangeaIs this your business?97%95%: 86 to 100%100%92%100%4 of 41.6
2La NacionalIs this your business?67%95%: 50 to 80%100%0%100%4 of 42.5
3Koli Cocina de OrigenAlso written KOLI Cocina de OrigenIs this your business?58%95%: 42 to 73%67%58%50%4 of 42.7
4El Rey del CabritoIs this your business?53%95%: 37 to 68%25%83%50%4 of 42.4
5El Gran PastorIs this your business?42%95%: 27 to 58%8%42%75%4 of 44.3
6CuernoAlso written Cuerno CalzadaIs this your business?28%95%: 16 to 44%0%0%83%4 of 44.9
7ColmilloIs this your business?19%95%: 10 to 35%17%0%42%3 of 44.7
8Luigi'sAlso written Luigi's Restaurant, Luigi's RistoranteIs this your business?11%95%: 4 to 25%0%33%0%3 of 42.3
9CosteñoIs this your business?11%95%: 4 to 25%0%33%0%3 of 45.3
10Botanero MoritasIs this your business?11%95%: 4 to 25%0%0%33%3 of 46.5
11LuisianaAlso written Luisiana RestauranteIs this your business?8%95%: 3 to 22%0%25%0%2 of 43
12San CarlosIs this your business?8%95%: 3 to 22%0%0%25%1 of 44.3
13Los ArcosIs this your business?8%95%: 3 to 22%0%0%25%1 of 44.7
14Tacos OrinocoAlso written Taquería OrinocoIs this your business?8%95%: 3 to 22%25%0%0%1 of 44.7
15Fisher'sAlso written Fisher's Bar & GrillIs this your business?6%95%: 2 to 18%0%17%0%1 of 45.5
16IannilliIs this your business?6%95%: 2 to 18%0%0%17%1 of 45.5
17La FisheriaIs this your business?6%95%: 2 to 18%0%17%0%2 of 46

Each assistant column is the share of that assistant's own answers. Questions counts how many of the four produced the name at least once; position is where it came in the answer's list, 1 being first. 33 more names came up in a single answer and are counted above but not listed.

Is this your business?

See what the assistants say about your business today. The free checker asks ChatGPT, Claude, Gemini and Grok two of the Index questions for this category, with the category and the place already filled in, and shows every answer word for word. About 30 seconds, no sign-up.

Check your businessNamed above? Add the badgeWhat the audit does

What each assistant said

The same questions, the same number of times, and often different names. Each column is one assistant's top five from the ranking above, with the share of its own answers that named them.

#ChatGPTClaudeGemini
1Pangea100%Pangea92%Pangea100%
2La Nacional100%El Rey del Cabrito83%La Nacional100%
3Koli Cocina de Origen67%Koli Cocina de Origen58%Cuerno83%
4El Rey del Cabrito25%El Gran Pastor42%El Gran Pastor75%
5Tacos Orinoco25%Luigi's33%Koli Cocina de Origen50%

Named here? Put it on your site

Every business in the ranking was named in two or more answers. The badge says that and nothing more: no position, because the ranges above do not support one. It links back to this page, so anyone can check.

Correct or remove a listing
Named by AI assistants: Restaurants in Monterrey, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/restaurants/monterrey"><img src="https://aigrow.gg/badges/index/2026-09/restaurants/monterrey.svg" width="312" height="100" alt="Named by AI assistants: Restaurants in Monterrey, AIGROW AI Visibility Index, September 2026"></a>

The questions

Asked word for word, three times each, to every assistant, in Spanish. The English under each is our translation. The prompt is the one the free scan uses. No web search, no location and no chat history, so every answer starts from the same place.

  1. 1¿Cuál es el mejor restaurante en Monterrey?What is the best restaurant in Monterrey?
  2. 2Busco un restaurante en Monterrey para una cena especial, ¿cuál me recomiendas?I'm looking for a restaurant in Monterrey for a special dinner. Which would you recommend?
  3. 3¿Qué restaurantes recomienda la gente de Monterrey?Which restaurants in Monterrey do the locals recommend?
  4. 4¿Qué lugar en Monterrey me recomiendas para llevar a un cliente a una comida de negocios?Where should I take a client for a business lunch in Monterrey?

How to read this page

The full method
What it measures
Which names these models produce when asked cold, from what they learned in training. It is not a review, a rating or our recommendation, and a business missing here may simply be one the models were never shown.
Why the ranges matter
36 answers is a sample. Asked again next month, most shares will move by a few points; the ranges say how far they could move by chance alone.
One business, several spellings
Branches, legal suffixes and spellings of one business are merged, and the other spellings are printed under its name. Names that might be two businesses are kept apart.
A name is wrong
If a business here is closed, misnamed or yours and you want it removed, tell us. We correct or remove it when the page is next published.

Elsewhere in the Index

Restaurants elsewhere
GuadalajaraMexico CityBarcelonaMadridMálagaSeville
Also in Monterrey
DentistsLawyersAccountantsPlumbersGymsReal estate agencies

Is your business on this list?

The free scan asks the same assistants the questions your customers ask, scores whether they name you, and lists who they name instead.

Run the free AI scanRead the method

Edition September 2026 · published by Guglielmo Paesano, founder of AIGROW · data under CC BY 4.0