Medellín tours, attractions and museums: which businesses can AI agents use?
Every tour operator, attraction and museum in Medellín that has its own website gets the same scan. So far 12 of 13 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 1 · B 2 · C 4 · D 4 · F 1
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. 5 places you can book or order from directly →
| # | Business | Score | Menu | Direct channel | AI crawlers |
|---|---|---|---|---|---|
| 1 | Museo de Arte Moderno de Medellín elmamm.org | A 86.2% | HTML page | own site | open |
| 2 | Museo y Jardines El Castillo museoelcastillo.org | B 75.4% | none | own site | open |
| 3 | Real City Tours Free Walking Tour realcitytours.com | B 73.8% | none | own site | open |
| 4 | Adrenaline Addict - Motorbike rental adrenalineaddicts.co | C 64.6% | none | none | open |
| 5 | Agencia de Viajes, Servi Unidas serviunidas.com.co | C 63.1% | none | own site | open |
| 6 | Bloque 15 - Museo Universitario udea.edu.co | C 56.3% | HTML page | own site | blocked |
| 7 | MOVE City Tours movecitytour.com | C 55.4% | none | marketplace | open |
| 8 | Casa de la Lectura Infantil - Casa Barrientos comfenalcoantioquia.com.co | D 46.2% | HTML page | none | open |
| 9 | Museo Pedro Nel Gómez museopedronelgomez.org | D 43.1% | none | none | open |
| 10 | Arcadia Viajes Medellín arcadia-viajes.com | D 41.5% | none | none | open |
| 11 | Parque Explora parqueexplora.org | D 41.5% | none | none | blocked |
| 12 | Planetario de Medellín planetariomedellin.org | F 35.4% | none | none | open |
What the index found in Medellín tours, attractions and museums
| none | 9 |
| HTML page | 3 |
| none | 6 |
| own site | 5 |
| marketplace | 1 |
| Unknown | 6 |
| Wordpress | 6 |
| Turn at least one away at the edge | 2 |
| Block one in robots.txt | 1 |
| Turn away every visitor without a browser | 0 |
| Didn't answer in time | 0 |
| Unreachable from the scanner | 0 |
| No working site (dead address) | 1 |
The menu, channel and builder counts cover the 12 sites the scanner could read; the AI crawler counts cover all 12 scanned sites. Each uses the latest scan. The listings come from OpenStreetMap. Businesses without their own website are counted but not scanned. Another 1 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 tours, attractions and museums
Of 24 answers from ChatGPT and Gemini, 100% link a business's own site or its booking software and 29% link a marketplace, most often GetYourGuide. The five destinations linked most:
| Destination | Kind | Answers | Share |
|---|---|---|---|
| The businesses' own sites | own site | 24 | 100% |
| Press, guides and forums | press and guides | 9 | 38% |
| GetYourGuide | marketplace | 4 | 17% |
| kupi.com | marketplace | 3 | 13% |
| tiendamuseodeantioquia.co | other site | 3 | 13% |
The full league table, assistant by assistant → · The places named, question by question
What assistants recommend in Medellín tours, attractions and museums
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 | 90% | 0% | 0% | 10% | 29 |
| Gemini | 84% | 0% | 0% | 16% | 44 |
Asked on 2026-10-24. 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 12 questions, the assistants named 51 different places. This index has 49 businesses. Question by question →
Medellín tours, attractions and museums, 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 | 12 | 17% | 42% | 3 |
Medellín, by kind
Each kind of business has its own index, and every index gets the same scan. This page is the tours, attractions and museums index.
| Kind | Businesses | Has a website | Sites scanned | Grades |
|---|---|---|---|---|
| restaurants and fast food | 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 this page | 49 | 13 | 12 | A 1 · B 2 · C 4 · D 4 · F 1 |
Can an agent transact in Medellín tours, attractions and museums?
0 of 12 reachable sites expose a rail an agent could transact through. 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.