Medellín: which businesses can AI agents use?
Every restaurant and fast food business in Medellín that has its own website gets the same scan. So far 44 of 56 distinct websites have been scanned.
businesses in OpenStreetMap
distinct business websites (a chain's site counts once)
of scanned sites turn an AI crawler away at the edge
score A or B so far
A 5 · B 10 · C 10 · D 10 · F 9
A score stays provisional until its site has had the action test and the citation check. Methodology · Markdown · JSON.
Ranked by Agent-Direct Score
If one of these is yours, open its page to rescan or claim it. 18 places you can book or order from directly →
| # | Business | Score | Menu | Direct channel | AI crawlers |
|---|---|---|---|---|---|
| 1 | Babette Woodfire Bistro bistrobabette.com · barbecue, grill, european | A 95.4% | HTML page | own site | open |
| 2 | D' Andre dandre.com.co · breakfast, coffee_shop | A 95.4% | HTML page | own site | open |
| 3 | Hatoviejo hatoviejo.com | A 95.4% | HTML page | own site | open |
| 4 | Natto natto.com.co | A 95.4% | HTML page | own site | open |
| 5 | 123WOK 123wok.com.co · asian | A 90.8% | HTML page | own site | open |
| 6 | Barbaro Cocina Primitiva barbarococinaprimitiva.com · grill | B 84.6% | none | own site | open |
| 7 | El Puto Tacos Laureles elputotaco.com · mexican | B 84.6% | none | own site | open |
| 8 | Malanga del Trópico malangadeltropico.com · seafood, caribbean | B 84.6% | HTML page | own site | open |
| 9 | Smash smashavocaderia.com | B 84.6% | none | own site | open |
| 10 | Sushi Gama sushigama.com | B 84.6% | none | own site | open |
| 11 | Pane e Pomodoro paneepomodoro.com.co · italian | B 84.2% | HTML page | own site | blocked |
| 12 | Redman Nuestra House redman.com.co | B 83.1% | HTML page | third party | open |
| 13 | Los Perritos losperritoscr.com · burger, hot_dog | B 79.5% | HTML page | own site | blocked |
| 14 | El Alma alalmacafe.com | B 73.8% | HTML page | own site | open |
| 15 | Sushi Light sushilight.com · sushi | B 72.3% | HTML page | own site | open |
| 16 | Burger King bk.com.co · burger | C 69.2% | HTML page | own site | open |
| 17 | Café Zorba cafezorba.com.co · italian_pizza | C 69.2% | HTML page | own site | open |
| 18 | Hacienda Orígen haciendaorigen.com · local | C 67.7% | own site | open | |
| 19 | La Pesqueira pesqueira.co · seafood | C 64.6% | elsewhere | third party | open |
| 20 | Mundo Verde mundoverdecol.co | C 64.6% | HTML page | none | open |
| 21 | Lavocaderia lavocaderia.co · avacado | C 63.1% | elsewhere | third party | open |
| 22 | Mosquito Rooftop thesomos.com | C 61.5% | none | third party | open |
| 23 | Restaurante Popular lavato.com.co · coffee_shop | C 59.5% | HTML page | none | blocked |
| 24 | Donde Juancho (Inferior) dondejuancho.com | C 56.5% | none | own site | blocked |
| 25 | Domino's dominos.com.co · pizza | C 55.4% | none | none | open |
Show all 44
| # | Business | Score | Menu | Direct channel | AI crawlers |
|---|---|---|---|---|---|
| 26 | El Corral elcorral.com · burger | D 53.8% | none | none | open |
| 27 | Ganso & Castor gansoycastor.com | D 53.8% | elsewhere | none | open |
| 28 | Kokoriko kokoriko.com.co · chicken | D 53.8% | HTML page | none | open |
| 29 | Don Diablo dondiablo.co · steak_house | D 50.8% | elsewhere | third party | open |
| 30 | Presto presto.com.co · american | D 50.8% | none | none | open |
| 31 | Sándwich Qbano sandwichqbano.com · sandwich | D 50.8% | none | none | open |
| 32 | Food Company ola.click · burger | D 48.8% | elsewhere | none | open |
| 33 | Mondongo's mondongos.com.co · regional | D 47.2% | HTML page | none | blocked |
| 34 | Soul Korean prismahaus.com | D 46.2% | HTML page | none | open |
| 35 | Domo Barrientos domosudea.com | D 43.1% | none | none | open |
| 36 | Donde Darío dondedariomuydesiempre.com · regional | F 38.9% | none | blocked | |
| 37 | Frisby perfdrive.com · chicken | F 38.5% | none | none | open |
| 38 | Restaurante La Matriarca, Medellín lamatriarca.com · regional, brunch | F 38.5% | none | none | open |
| 39 | Casa El Ramal y Bar Mandarino cluvi.co | F 35.4% | none | none | open |
| 40 | Gato menudigital.com | F 35.4% | none | none | open |
| 41 | La Pampa Parrilla aroundpizza.com · argentinian | F 35.4% | none | none | open |
| 42 | KFC kfc.co · chicken | F 25.1% | none | none | blocked |
| 43 | Rapidogs rapidogs.com · hot_dog | F 19.4% | none | none | blocked |
| 44 | Lenteja Express lentejaexpress.com.co | F 0% | unreachable | none | open |
How Medellín compares
No web address listed: 90% here, against a median of 44% across 165 indexes of restaurants and fast food. This is where the city stands out. It ranks 2 of 165.
Website facts come from 43 of the 44 scanned sites (98%). A row only shows once 300 pages and half of the scanned sites have been read, and four in five of the city's websites have been scanned. Every number, with its method and data →
Every count behind these rows
| HTML page | 18 |
| none | 18 |
| elsewhere | 5 |
| 2 |
| none | 20 |
| own site | 18 |
| third party | 5 |
| Wordpress | 20 |
| Unknown | 16 |
| Wix | 4 |
| Shopify | 3 |
| Turn at least one away at the edge | 8 |
| Block one in robots.txt | 1 |
| Turn away every visitor without a browser | 0 |
| Didn't answer in time | 1 |
| Unreachable from the scanner | 1 |
| No working site (dead address) | 12 |
The menu, channel and builder counts cover the 43 sites the scanner could read; the AI crawler counts cover all 44 scanned sites. Each uses the latest scan. The listings come from OpenStreetMap. Businesses without their own website are counted but not scanned. Another 12 have an address that no longer answers (dead domain, bad certificate or server down). They're counted with the businesses that have no website and left out of the ranking.
Where assistants send people in Medellín
Of 66 answers from ChatGPT, Claude and Gemini, 88% link a business's own site or its booking software and 17% link a marketplace, most often rappi.com.co. The five destinations linked most:
| Destination | Kind | Answers | Share |
|---|---|---|---|
| The businesses' own sites | own site | 58 | 88% |
| Press, guides and forums | press and guides | 19 | 29% |
| rappi.com.co | marketplace | 7 | 11% |
| directory | 4 | 6% | |
| directory | 4 | 6% |
The full league table, assistant by assistant → · The places named, question by question
What assistants recommend in Medellín
Each assistant was asked the way people ask, with web search on, for up to three places and a link to book or order directly with each. For the places it recommended, the table shows how many came with a link to the place's own site, to a marketplace or to a directory, and how many came with no link at all.
| Assistant | Own site or direct | Marketplace | Directory | No link | Places |
|---|---|---|---|---|---|
| ChatGPT | 98% | 0% | 2% | 0% | 60 |
| Claude | 40% | 15% | 8% | 37% | 62 |
| Gemini | 88% | 0% | 0% | 12% | 66 |
Asked on 2026-10-22. A place in this index links to its report, and one with its own site that isn't in the index yet links to a scan. When a cell says "no link", the assistant named the place but didn't link to its site. Across the 22 questions, the assistants named 135 different places. This index has 1,048 businesses. Question by question →
Medellín, month by month
Each month gets its own dated page, and its numbers are final once the month is over. The table shows the share of sites that turn AI crawlers away, the share that take bookings or orders on their own domain, and how many score A or B.
| Month | Sites scanned | Turn a crawler away | Direct booking or ordering | A or B |
|---|---|---|---|---|
| October 2026 so far | 44 | 18% | 42% | 15 |
Medellín, by kind
Each kind of business has its own index, and every index gets the same scan. This page is the restaurants and fast food index.
| Kind | Businesses | Has a website | Sites scanned | Grades |
|---|---|---|---|---|
| restaurants and fast food this page | 1,048 | 69 | 44 | A 5 · B 10 · C 10 · D 10 · F 9 |
| cafes and bars | 383 | 36 | 17 | A 0 · B 3 · C 2 · D 4 · F 8 |
| hairdressers and beauty salons | 140 | 5 | 2 | A 0 · B 1 · C 0 · D 0 · F 1 |
| dentists, clinics and vets | 201 | 25 | 20 | A 0 · B 1 · C 6 · D 10 · F 3 |
| tours, attractions and museums | 49 | 13 | 12 | A 1 · B 2 · C 4 · D 4 · F 1 |
13 of them are chain outlets. A chain's site is scanned once and counted once in the rankings.
Can an agent transact in Medellín?
7 of 43 reachable sites expose a rail an agent could transact through: UCP profile 7. Measured, not scored.
A rail is a UCP profile, an ACP discovery document, an MCP server card, or an ordering vendor that takes orders placed by assistants (Square and Toast, and any vendor whose terms allow agents). Counted from the latest scan of each site; older scans were not measured. Methodology · vendor terms for agents.