Mannheim cafes and bars: which businesses can AI agents use?
Every cafe, bar and pub business in Mannheim that has its own website gets the same scan. So far 85 of 107 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 19 · D 15 · F 36
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. 26 places you can book or order from directly →
| # | Business | Score | Menu | Direct channel | AI crawlers |
|---|---|---|---|---|---|
| 1 | calmá calma-mannheim.de · breakfast, brunch, cake, dessert | A 100% | HTML page | own site | open |
| 2 | Café Nunu nunu-mannheim.de | A 90.8% | HTML page | own site | open |
| 3 | L'uva luva-mannheim.de · italian | A 89.2% | none | own site | open |
| 4 | Café Im Juli im-juli-mannheim.de · international | A 86.2% | HTML page | own site | open |
| 5 | Ella & Louis ellalouis.de | A 86.2% | own site | open | |
| 6 | Antep Baklava antep-baklava.com · turkish | B 84.6% | HTML page | own site | open |
| 7 | Sleepy Bird sleepybird.com | B 84.6% | HTML page | own site | open |
| 8 | Hartl's Bistro hartls-bistro.de | B 76.9% | none | vendor on own site | open |
| 9 | Faces Lounge engelhorn.com | B 75.8% | HTML page | own site | blocked |
| 10 | Café Pfau cafe-pfau.de · coffee_shop | B 73.8% | HTML page | own site | open |
| 11 | LUUC Café Deli Wein cafeluuc.de · bagel, breakfast, burger, cake, coffee_shop, tea | B 73.8% | HTML page | own site | open |
| 12 | Turbine26 turbine26.de · coffee_shop, pizza, breakfast, salad | B 73.8% | HTML page | own site | open |
| 13 | Café Bistro Novus novus-mannheim.de | B 72.3% | HTML page | own site | open |
| 14 | dolceamaro dolceamaro.de | B 72.3% | HTML page | own site | open |
| 15 | Café Bar Restaurant Lemberg lemberg-mannheim.de · coffee_shop | B 71.2% | HTML page | own site | blocked |
| 16 | Starbucks starbucks.de · coffee_shop | C 67.5% | HTML page | own site | open |
| 17 | AGÁTA Rösterei & Cafe agata-kaffee.de · coffee_shop | C 64.6% | HTML page | vendor on own site | open |
| 18 | Café Flamme Rouge kaffeedepot.de · coffee_shop | C 64.6% | none | none | open |
| 19 | Starks starks-restaurant.de | C 64.2% | own site | blocked | |
| 20 | CaFEH cafeh-vogelstang.de | C 63.1% | none | own site | open |
| 21 | Eis Fontanella Intermezzo eisfontanella.de · ice_cream | C 63.1% | none | none | open |
| 22 | Café Meerwiesen meerwiesen.de · coffee_shop | C 62% | HTML page | own site | blocked |
| 23 | Café Garten gemeinschaftswerk-mannheim.de | C 61.5% | none | own site | open |
| 24 | Eiscafe Adria adria-seckenheim.de · ice_cream | C 61.5% | HTML page | none | open |
| 25 | Laib & Leben laib-und-leben.de | C 61.5% | none | none | open |
Show all 85
| # | Business | Score | Menu | Direct channel | AI crawlers |
|---|---|---|---|---|---|
| 26 | Le Voyage Coffee & Baguette levoyage-cafe.de · coffee_shop | C 61.5% | HTML page | none | open |
| 27 | Pralissimo Schokoladenhaus pralissimo.de | C 61.5% | none | none | open |
| 28 | frnds. frnds.info | C 61.5% | none | own site | open |
| 29 | Café Hygge cafe-hygge-mannheim.de | C 61.1% | HTML page | none | blocked |
| 30 | Nespresso Boutique Mannheim nespresso.com · coffee_shop | C 58.8% | none | own site | open |
| 31 | Chocolate - Café, Bistro, Cocktailbar chocolate-cocktailbar.de | C 56.5% | none | own site | blocked |
| 32 | Nelson cafe-nelson.de | C 56.5% | none | own site | blocked |
| 33 | Bar2 bar2mannheim.de | C 55.4% | none | none | open |
| 34 | Das Wohnzimmer wohnzimmer-vogelstang.de | C 55.4% | none | none | open |
| 35 | Kame Café und Bubble Tea Factory kamecafeundbubbleteafactorymannheim.de · cake, coffee_shop, bubble_tea | D 53.8% | on the page | marketplace | open |
| 36 | Bäcker Görtz baeckergoertz.de | D 51.2% | none | own site | blocked |
| 37 | Blau blau-jungbusch.rocks | D 50.8% | none | none | open |
| 38 | zwei zwei.ma · sandwich, bistro, salad, bagel, pasta, pas | D 50.8% | none | none | open |
| 39 | COHRS cohrs-mannheim.de · regional | D 49.2% | HTML page | none | open |
| 40 | Cafe Milo milo-mannheim.de · coffee_shop | D 49.2% | HTML page | none | open |
| 41 | Café Sammo cafe-sammo.com · coffee_shop | D 49.2% | HTML page | none | open |
| 42 | EO Bar & Lounge eo-mannheim.de | D 49.2% | on the page | none | open |
| 43 | Kaffee Kult kaffee-roesterei-kult.de · coffee_shop | D 49.2% | none | open | |
| 44 | Kleines Café kleines-cafe.de · international | D 49.2% | HTML page | none | open |
| 45 | Stefan's stefans621.de | D 45.1% | none | none | blocked |
| 46 | Café Fräulein Schiller fraeulein-schiller.de · coffee_shop | D 44.6% | HTML page | none | open |
| 47 | Cafe Lavandou cafe-lavandou.de · french | D 43.1% | none | none | open |
| 48 | Coffee Fellows coffee-fellows.com · coffee_shop | D 43.1% | none | none | open |
| 49 | Bäckerei Café Grimminger grimminger.de | D 40% | none | none | open |
| 50 | Kazzwoo Cafe Bar kazzwoo.com | F 38.9% | on the page | none | blocked |
| 51 | Backhaus Siegel backhaus-siegel.de | F 38.5% | none | none | open |
| 52 | Bolands bolands.de | F 38.5% | none | none | open |
| 53 | Bäckerei Theurer baeckerei-theurer.de | F 38.5% | none | none | open |
| 54 | Café Klaus cafeklaus.de | F 38.5% | none | none | open |
| 55 | Eismanufaktur Zeitgeist eis.jetzt · ice_cream | F 38.5% | none | none | open |
| 56 | Gondoletta Cafe gondoletta-cafe.de | F 38.5% | none | none | open |
| 57 | Haus-i Coffee-Shop haus-i-coffee-shop.de | F 38.5% | none | none | open |
| 58 | KIOSK kiosk.ma | F 38.5% | none | none | open |
| 59 | Kaffee auf Hawaii - Brunch & Chill Frühstück kaffeeaufhawaii.de | F 38.5% | none | none | open |
| 60 | Kaffeerösterei Lauri lauri-kaffee.de · coffee_shop | F 38.5% | none | none | open |
| 61 | Patina patina-mannheim.de | F 38.5% | none | none | open |
| 62 | pjur Espressobar pure-espresso.de · coffee_shop | F 38.5% | none | none | open |
| 63 | Barrios Cocktail Lounge Restaurant barriosmannheim.com | F 37.4% | none | third party | blocked |
| 64 | Cafe Vienna cafevienna-mannheim.de | F 35.4% | none | none | open |
| 65 | Hagestolz hagestolzbar.de | F 35.4% | none | none | open |
| 66 | Snocks Coffee snockscoffee.com · breakfast, coffee_shop, regional, sandwich, tapas | F 35.4% | none | none | open |
| 67 | Waffleria waffleriacafe.com · cake, coffee_shop, savory_pancakes | F 35.4% | none | none | open |
| 68 | Murphy's Law murphyslaw-mannheim.com | F 33.8% | none | none | open |
| 69 | Billard Cafe Bianco flip-inn.de | F 33.4% | none | none | blocked |
| 70 | Shooter Stars shooterstars.de | F 33.4% | none | none | blocked |
| 71 | Café Wolfsbau cafewolfsbau.de · coffee, tea, cake, breakfast, snack | F 32.8% | none | none | blocked |
| 72 | L7 Bistro by Sebastian Biehler Catering jimdosite.com | F 31.6% | none | none | blocked |
| 73 | Bäckerei Edgar Seitz bds-seckenheim.de | F 30.8% | none | none | open |
| 74 | Café Filsbach filsbach.com · coffee_shop | F 30.8% | none | none | open |
| 75 | Destille Nr. 13 destille-nr13.de | F 30.8% | none | none | open |
| 76 | SnookerWorld snookerworld-mannheim.de | F 30.8% | none | none | open |
| 77 | Star Coffee star-coffee.de · cake, coffee_shop | F 30.8% | none | none | open |
| 78 | Eiscafé Cortina eissalon-cortina.de · ice_cream | F 28.8% | none | none | blocked |
| 79 | Moha Kaffeerösterei mohakaffee.de · coffee_shop | F 28.2% | none | none | blocked |
| 80 | LeCoffee lecoffee.de · coffee_shop, sandwich, cake, breakfast | F 23.1% | HTML page | none | blocked |
| 81 | Gasthaus Roter Ochsen roter-ochsen-mannheim.de | F 4.6% | none | none | blocked |
| 82 | Onkel Otto Bar onkelottobar.de | F 0% | unreachable | none | open |
| 83 | Saftladen & Co. saftladenund.co | F 0% | unreachable | none | blocked |
| 84 | Sieferle & Sailer Bar sieferleundsailer.de | F 0% | unreachable | none | open |
| 85 | blum blum-mannheim.de | F 0% | unreachable | none | blocked |
What the index found in Mannheim cafes and bars
| none | 51 |
| HTML page | 24 |
| on the page | 3 |
| 3 |
| none | 53 |
| own site | 24 |
| vendor on own site | 2 |
| marketplace | 1 |
| third party | 1 |
| Unknown | 35 |
| Wordpress | 29 |
| Wix | 6 |
| Jimdo | 4 |
| Squarespace | 4 |
| Shopify | 2 |
| Turn at least one away at the edge | 21 |
| Block one in robots.txt | 0 |
| Turn away every visitor without a browser | 4 |
| Didn't answer in time | 1 |
| Unreachable from the scanner | 4 |
| No working site (dead address) | 16 |
The menu, channel and builder counts cover the 81 sites the scanner could read; the AI crawler counts cover all 85 scanned sites. Each uses the latest scan. The listings come from OpenStreetMap. Businesses without their own website are counted but not scanned. Another 16 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 Mannheim cafes and bars
Of 24 answers from ChatGPT and Gemini, 100% link a business's own site or its booking software and 8% link a marketplace, most often onecoworking.com. The five destinations linked most:
| Destination | Kind | Answers | Share |
|---|---|---|---|
| The businesses' own sites | own site | 24 | 100% |
| Press, guides and forums | press and guides | 8 | 33% |
| worldcoffeemap.com | directory | 4 | 17% |
| eatbu.com | vendor, direct | 3 | 13% |
| Google Maps | directory | 3 | 13% |
The full league table, assistant by assistant → · The places named, question by question
What assistants recommend in Mannheim 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 | 90% | 0% | 10% | 0% | 29 |
| Gemini | 88% | 0% | 9% | 3% | 34 |
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 48 different places. This index has 468 businesses. Question by question →
Mannheim 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 | 85 | 25% | 32% | 15 |
Mannheim, 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 | 745 | 359 | 262 | A 22 · B 45 · C 62 · D 56 · F 77 |
| cafes and bars this page | 468 | 136 | 85 | A 5 · B 10 · C 19 · D 15 · F 36 |
| hairdressers and beauty salons | 554 | 198 | 138 | A 0 · B 9 · C 21 · D 23 · F 85 |
| dentists, clinics and vets | 696 | 356 | 288 | A 0 · B 28 · C 67 · D 64 · F 129 |
| tours, attractions and museums | 78 | 62 | 35 | A 0 · B 4 · C 9 · D 11 · F 11 |
29 of them are chain outlets. A chain's site is scanned once and counted once in the rankings.
Can an agent transact in Mannheim cafes and bars?
8 of 81 reachable sites expose a rail an agent could transact through: UCP profile 8. 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.