Bonn tours, attractions and museums: which businesses can AI agents use?
Every tour operator, attraction and museum in Bonn that has its own website gets the same scan. So far 32 of 34 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 0 · B 2 · C 8 · D 9 · F 13
A score stays provisional until its site has had the action test and the citation check. Diese Seite auf Deutsch · Methodology · Markdown · JSON.
Ranked by Agent-Direct Score
If one of these is yours, open its page to rescan or claim it. 12 places you can book or order from directly →
| # | Business | Score | Menu | Direct channel | AI crawlers |
|---|---|---|---|---|---|
| 1 | Schumannhaus und Schumann-Grabmal bonner-schumannfest.de | B 84.6% | on the page | own site | open |
| 2 | Godesburg godesburg-bonn.de | B 73.8% | HTML page | own site | open |
| 3 | Bundeskunsthalle bundeskunsthalle.de | C 63.1% | none | own site | open |
| 4 | DSAR-Reisedienst GmbH dsar.de | C 63.1% | none | own site | open |
| 5 | TUI ReiseCenter tui-reisecenter.de | C 63.1% | none | own site | open |
| 6 | Beethoven-Haus beethoven.de | C 61.5% | none | own site | open |
| 7 | Heimatmuseum Beuel hgv-beuel.de | C 61.5% | none | own site | open |
| 8 | LVR-Landesmuseum Bonn lvr.de | C 60% | none | own site | open |
| 9 | Deutsches Museum Bonn deutsches-museum.de | C 58.8% | none | own site | open |
| 10 | Kunst!Rasen kunstrasen-bonn.de | C 56.5% | none | own site | blocked |
| 11 | sunda-islands.com OHG sunda-islands.com | D 52.8% | none | own site | blocked |
| 12 | Villa Hammerschmidt bundespraesident.de | D 51.2% | none | own site | blocked |
| 13 | Kunstmuseum Bonn kunstmuseum-bonn.de | D 49.2% | none | third party | open |
| 14 | Akademisches Kunstmuseum - Antikensammlung der Universität Bonn uni-bonn.de | D 43.1% | none | none | open |
| 15 | Luxreisen luxreisen.de | D 43.1% | none | none | open |
| 16 | Museum Alexander Koenig leibniz-lib.de | D 43.1% | none | none | open |
| 17 | Reisebüro an der Oper rautenberg-reisen.com | D 43.1% | none | none | open |
| 18 | Sankt Maria und Sankt Clemens katholisch-an-rhein-und-sieg.de | D 43.1% | none | none | open |
| 19 | Redoute redoute-bonn.de | D 40% | image | none | open |
| 20 | Archiv für Philatelie museumsstiftung.de | F 38.5% | none | none | open |
| 21 | August Macke Haus august-macke-haus.de | F 38.5% | none | none | open |
| 22 | Bürgermeister-Stroof-Haus denkmalverein-bonn.de | F 38.5% | none | none | open |
| 23 | Frauenmuseum frauenmuseum.de | F 38.5% | none | none | open |
| 24 | JASSU Reisebüro jassu-reisebuero.de | F 38.5% | none | none | open |
| 25 | Poppelsdorfer Heimatmuseum poppelsdorfer-geschichte.de | F 38.5% | none | none | open |
Show all 31
| # | Business | Score | Menu | Direct channel | AI crawlers |
|---|---|---|---|---|---|
| 26 | Pranger kuladig.de | F 38.5% | none | none | open |
| 27 | Präsentationsfläche „Didinkirica“ bonn.de | F 35.8% | none | none | open |
| 28 | Bonner Kunstverein gkg Künstlerforum bonner-kunstverein.de | F 35.4% | none | none | open |
| 29 | Reisebüro New Plan newplan-travel.de | F 28.8% | none | none | blocked |
| 30 | Gedenkstätte für die Opfer des Nationalsozialismus, Gedenkstätte Bonn ns-gedenkstaetten.de | F 28.2% | none | none | blocked |
| 31 | Haus der Geschichte der Bundesrepublik Deutschland hdg.de | F 0% | none | none | blocked |
What the index found in Bonn tours, attractions and museums
| none | 29 |
| on the page | 1 |
| HTML page | 1 |
| image | 1 |
| none | 19 |
| own site | 12 |
| third party | 1 |
| Unknown | 17 |
| Wordpress | 13 |
| Duda | 1 |
| Webflow | 1 |
| Turn at least one away at the edge | 6 |
| Block one in robots.txt | 1 |
| Turn away every visitor without a browser | 1 |
| Didn't answer in time | 0 |
| Unreachable from the scanner | 0 |
| No working site (dead address) | 2 |
The menu, channel and builder counts cover the 32 sites the scanner could read; the AI crawler counts cover all 32 scanned sites. Each uses the latest scan. The listings come from OpenStreetMap. Businesses without their own website are counted but not scanned. Another 2 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.
Bonn 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 | 32 | 19% | 38% | 2 |
Bonn, 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 | 621 | 365 | 299 | A 31 · B 63 · C 64 · D 61 · F 80 |
| cafes and bars | 269 | 121 | 93 | A 2 · B 8 · C 20 · D 27 · F 36 |
| hairdressers and beauty salons | 307 | 81 | 71 | A 1 · B 6 · C 19 · D 15 · F 30 |
| dentists, clinics and vets | 516 | 331 | 291 | A 0 · B 31 · C 95 · D 83 · F 82 |
| tours, attractions and museums this page | 66 | 45 | 32 | A 0 · B 2 · C 8 · D 9 · F 13 |
11 of them are chain outlets. A chain's site is scanned once and counted once in the rankings.
Can an agent transact in Bonn tours, attractions and museums?
0 of 32 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.