Grenoble cafes and bars: which businesses can AI agents use?
Every cafe, bar and pub business in Grenoble that has its own website gets the same scan. So far 57 of 65 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 7 · B 12 · C 12 · D 14 · F 12
A score stays provisional until its site has had the action test and the citation check. Cette page en français · Methodology · Markdown · JSON.
Ranked by Agent-Direct Score
If one of these is yours, open its page to rescan or claim it. 19 places you can book or order from directly →
| # | Business | Score | Menu | Direct channel | AI crawlers |
|---|---|---|---|---|---|
| 1 | Chat qui Dort lechatquidort.net | A 100% | HTML page | own site | open |
| 2 | Hop Hop Hop hophophopgrenoble.fr | A 100% | HTML page | own site | open |
| 3 | Splashhh splashhh-grenoble.fr | A 100% | HTML page | own site | open |
| 4 | L'1D3 l1d3restaurant.fr · french | A 95.4% | HTML page | own site | open |
| 5 | Deck Bar deck-bar.fr | A 90.8% | HTML page | own site | open |
| 6 | Columbus Café & Co columbuscafe.com · coffee_shop | A 87.5% | HTML page | own site | open |
| 7 | Jardin du thé jardin-du-the.com | A 86.2% | HTML page | own site | open |
| 8 | Brasserie Neptune brasserieneptune.fr | B 83.1% | elsewhere | own site | open |
| 9 | Cà Phê Viêt capheviet.fr · vietnamese | B 83.1% | own site | open | |
| 10 | L'Atelier eatbu.com | B 80% | none | open | |
| 11 | Café de la Table Ronde restaurant-tableronde-grenoble.com · regional, french | B 78.5% | none | vendor on own site | open |
| 12 | Ankka ankka.fr | B 76.9% | HTML page | third party | open |
| 13 | La Tanière - au coin du jeu tanierejeux.fr | B 76.9% | elsewhere | own site | open |
| 14 | Les Toqués bistrotlestoques.fr | B 75.4% | HTML page | none | open |
| 15 | déesses Le lieu des femmes deesses-grenoble.fr | B 73.8% | none | own site | open |
| 16 | Loulou loulou-lunch.com | B 72.3% | HTML page | none | open |
| 17 | atelier forma atelier-forma.fr | B 72.3% | HTML page | own site | open |
| 18 | Bar des Bräu bieredesbrau.fr · tapas | B 70.8% | HTML page | none | open |
| 19 | Levrette Café levrettecafe.fr | B 70% | none | own site | open |
| 20 | Starbucks starbucks.fr · coffee_shop | C 67.5% | HTML page | own site | open |
| 21 | French Coffee Shop frenchcoffeeshop.com · coffee_shop, bubble_tea, chocolate, juice, tea, cake | C 64.6% | HTML page | none | open |
| 22 | Au Rencard aurencard.fr | C 63.5% | HTML page | own site | blocked |
| 23 | Café Antigone bibliothequeantigone.org | C 61.5% | none | own site | open |
| 24 | Café Cannelle cafe-cannelle.fr · coffee_shop, sandwich, brunch, breakfast | C 61.5% | HTML page | none | open |
| 25 | Gatsby 1920 metro.biz | C 61.5% | none | none | open |
Show all 56
| # | Business | Score | Menu | Direct channel | AI crawlers |
|---|---|---|---|---|---|
| 26 | Le Commun des Mortels lecommundesmortels.fr | C 61.5% | none | own site | open |
| 27 | Café Foch cafefoch.fr · french | C 60% | HTML page | third party | open |
| 28 | Le Bar Radis lebarradis.fr · local | C 60% | none | third party | open |
| 29 | BD Fugue bdfugue.com | C 58% | none | own site | blocked |
| 30 | L'impertinence limpertinence-grenoble.fr · coffee_shop | C 55.4% | none | none | open |
| 31 | La Salle des Gardes bastille-grenoble.fr | C 55.4% | none | none | open |
| 32 | Le Domaine ledomainegre.fr · french, tapas | D 53.8% | on the page | none | open |
| 33 | Le Barberousse barberousse.com | D 50.8% | none | none | open |
| 34 | Le Double Face ledoubleface.com | D 50.8% | none | none | open |
| 35 | Café-librairie Luna cafelibrairieluna.com · coffee_shop | D 49.2% | HTML page | none | open |
| 36 | Le Palais lepalais-grenoble.com | D 49.2% | HTML page | none | open |
| 37 | Caffé Baronne wixsite.com · french | D 48.8% | none | none | open |
| 38 | La Crique sud lacriquesud.fr | D 44.6% | HTML page | none | open |
| 39 | Le Tord Boyaux letordboyaux.fr | D 44.6% | on the page | none | open |
| 40 | Bifurk Cafe labifurk.fr | D 43.1% | none | none | open |
| 41 | Flavor Tea flavortea.fr · tea | D 43.1% | none | none | open |
| 42 | La Tarteline restaurant-tarteline.fr · french | D 43.1% | none | none | open |
| 43 | Les Copains d'Abord lescopainsdabordgrenoble.fr | D 43.1% | none | none | open |
| 44 | Not a Beer notabeer.com | D 43.1% | none | none | open |
| 45 | Paye ta Bière payetabiere.fr | D 43.1% | none | none | open |
| 46 | Moka Tonka moka-tonka.com | F 39.7% | HTML page | none | open |
| 47 | Blanco Coffee & More trybany.com · tea, dessert | F 38.5% | none | none | open |
| 48 | Café de la Chimère cafedelachimere.org | F 38.5% | none | none | open |
| 49 | Sato Radio satoradio.com | F 35.4% | none | none | open |
| 50 | Café des Arts lecafedesarts38.fr | F 30.8% | none | none | open |
| 51 | Minimistan minimistan.org | F 23.1% | HTML page | none | blocked |
| 52 | Baby and me babyandmegrenoble.com | F 20% | none | none | open |
| 53 | Le Zinc lezincbar.com | F 18.5% | none | blocked | |
| 54 | Billard 109 free.fr | F 12.5% | none | none | blocked |
| 55 | Barathym wordpress.com | F 8.8% | none | none | blocked |
| 56 | Meraki merakigrenoble.fr · vietnamese, breakfast, dessert, brunch | F 0% | none | none | blocked |
What the index found in Grenoble cafes and bars
| none | 27 |
| HTML page | 22 |
| 4 | |
| elsewhere | 2 |
| on the page | 2 |
| none | 35 |
| own site | 18 |
| third party | 3 |
| vendor on own site | 1 |
| Wordpress | 30 |
| Unknown | 19 |
| Wix | 5 |
| Webflow | 2 |
| Jimdo | 1 |
| Turn at least one away at the edge | 7 |
| Block one in robots.txt | 3 |
| Turn away every visitor without a browser | 3 |
| Didn't answer in time | 0 |
| Unreachable from the scanner | 0 |
| No working site (dead address) | 8 |
The menu, channel and builder counts cover the 57 sites the scanner could read; the AI crawler counts cover all 57 scanned sites. Each uses the latest scan. The listings come from OpenStreetMap. Businesses without their own website are counted but not scanned. Another 8 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 Grenoble cafes and bars
Of 24 answers from ChatGPT and Gemini, 96% link a business's own site or its booking software and 25% link a marketplace, most often Privateaser. The five destinations linked most:
| Destination | Kind | Answers | Share |
|---|---|---|---|
| The businesses' own sites | own site | 22 | 92% |
| Press, guides and forums | press and guides | 12 | 50% |
| mapstr.com | directory | 5 | 21% |
| PagesJaunes | directory | 4 | 17% |
| Privateaser | marketplace | 4 | 17% |
The full league table, assistant by assistant → · The places named, question by question
What assistants recommend in Grenoble cafes and bars
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 | 94% | 0% | 0% | 6% | 35 |
| Gemini | 63% | 0% | 0% | 37% | 35 |
Asked on 2026-10-21. 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 50 different places. This index has 267 businesses. Question by question →
Grenoble cafes and bars, 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 | 57 | 12% | 33% | 19 |
Grenoble, by kind
Each kind of business has its own index, and every index gets the same scan. This page is the cafes and bars index.
| Kind | Businesses | Has a website | Sites scanned | Grades |
|---|---|---|---|---|
| restaurants and fast food | 688 | 278 | 238 | A 46 · B 62 · C 62 · D 39 · F 29 |
| cafes and bars this page | 267 | 69 | 57 | A 7 · B 12 · C 12 · D 14 · F 12 |
| hairdressers and beauty salons | 312 | 91 | 78 | A 2 · B 7 · C 28 · D 25 · F 16 |
| dentists, clinics and vets | 127 | 20 | 18 | A 0 · B 2 · C 8 · D 7 · F 1 |
| tours, attractions and museums | 42 | 32 | 25 | A 1 · B 1 · C 8 · D 6 · F 9 |
4 of them are chain outlets. A chain's site is scanned once and counted once in the rankings.
Can an agent transact in Grenoble cafes and bars?
3 of 57 reachable sites expose a rail an agent could transact through: UCP profile 3. 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.