# Kame Café und Bubble Tea Factory: Agent-Direct Score D (53.8%) Site: https://www.kamecafeundbubbleteafactorymannheim.de/ Report: https://directindex.org/r/kamecafeundbubbleteafactorymannheim.de Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Kame Café und Bubble Tea Factory is hard for agents to use. An AI assistant can open Kame Café und Bubble Tea Factory's website. It can read what Kame Café und Bubble Tea Factory offers. To book or order, it is sent to Just Eat, a marketplace. ## Direct links - Menu: https://www.kamecafeundbubbleteafactorymannheim.de/ - Phone: +49176 32464510 - Address: 7 68165 Mannheim - Hours, from OpenStreetMap: Mon 08:00–18:00; Tue closed; Wed–Sun 08:00–18:00 - Prices: 30 prices on the site, the middle one €6.75 ## Nearby, also direct Places near Kame Café und Bubble Tea Factory that take a booking or an order on their own website, with no marketplace in between. - Nespresso Boutique Mannheim (590 m): https://directindex.org/r/nespresso.com - Starbucks (660 m): https://directindex.org/r/starbucks.de - AGÁTA Rösterei & Cafe (780 m): https://directindex.org/r/agata-kaffee.de ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Ordering only through justeat.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## What the site tells visitors (Measured, not scored) - **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. - **30 prices on the landing page, the middle one €6.75.** ## Fix kit: What to paste Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Kame Café und Bubble Tea Factory > cafe or coffee shop (cake, coffee shop, bubble tea) in 7 68165 Mannheim, Mannheim cafes and bars. Phone +49176 32464510. ## Book or order directly - Menu: https://www.kamecafeundbubbleteafactorymannheim.de/ ## Opening hours We-Mo 08:00-18:00 ## About - Website: https://www.kamecafeundbubbleteafactorymannheim.de/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Menu or price list with prices on the page.** Agents can read the items and prices. ## Where it stands 35 of 86 in Mannheim cafes and bars. Top 41% of the sites scanned in this index. | What the top 10% of the index does | Top 10% | This site | |---|---|---| | Take bookings or orders on their own domain | 100% | no | | Publish the menu or price list as HTML | 70% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 90% | yes | | Structured data with address, phone and hours | 30% | no | | Have an llms.txt | 50% | no | Nearest places with a similar menu: Le Voyage Coffee & Baguette (C, 138 m, https://directindex.org/r/levoyage-cafe.de); Star Coffee (F, 221 m, https://directindex.org/r/star-coffee.de); Coffee Fellows (D, 258 m, https://directindex.org/r/coffee-fellows.com); Cafe Milo (D, 371 m, https://directindex.org/r/milo-mannheim.de); pjur Espressobar (F, 440 m, https://directindex.org/r/pure-espresso.de); Kaffee Kult (D, 443 m, https://directindex.org/r/kaffee-roesterei-kult.de); Nespresso Boutique Mannheim (C, 591 m, https://directindex.org/r/nespresso.com); Kaffeerösterei Lauri (F, 614 m, https://directindex.org/r/lauri-kaffee.de); Starbucks (C, 662 m, https://directindex.org/r/starbucks.de); AGÁTA Rösterei & Cafe (C, 783 m, https://directindex.org/r/agata-kaffee.de). ## What assistants answer The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included. The assistants were asked 12 everyday questions about Mannheim cafes and bars and named 48 places. Kame Café und Bubble Tea Factory wasn't one of them. See who was named: https://directindex.org/city/mannheim-cafes-bars/recommended Compared with its peers: Sites using Just Eat 56% (11% A or B, 1863 sites); This site 53.8%. See what an AI agent reads on this site: https://directindex.org/r/kamecafeundbubbleteafactorymannheim.de/agent-view ## Businesses like Kame Café und Bubble Tea Factory in Mannheim cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Mannheim cafes and bars | 86 | 49% | 17% | 53.8% | | Sites using Just Eat in Mannheim cafes and bars | 2 | 65% | 50% | 53.8% | The best of the businesses of the same kind in Mannheim cafes and bars: calmá (A 100%, https://directindex.org/r/calma-mannheim.de); Café Nunu (A 90.8%, https://directindex.org/r/nunu-mannheim.de); L'uva (A 89.2%, https://directindex.org/r/luva-mannheim.de); Café Im Juli (A 86.2%, https://directindex.org/r/im-juli-mannheim.de); Ella & Louis (A 86.2%, https://directindex.org/r/ellalouis.de). With the two fixes above (No structured data for the business; Ordering only through justeat), the score would be about 95.4%. That would be 2nd of 86 in Mannheim cafes and bars, up from 35th. ## The direct record What agents get for Kame Café und Bubble Tea Factory, as JSON: https://directindex.org/api/direct/kamecafeundbubbleteafactorymannheim.de - Book: none on record - Order: none on record - Menu: https://www.kamecafeundbubbleteafactorymannheim.de/ (html_inline; from the scan) - Hours: We-Mo 08:00-18:00 (closed now) (from OpenStreetMap) - Phone: +49176 32464510 - Stable links that count: https://directindex.org/go/kamecafeundbubbleteafactorymannheim.de/menu ## Can an agent transact? Measured, not scored (the score stays at spec v1.0). - UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): no - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): no - MCP server card (/.well-known/mcp/server-card.json): no - Ordering vendor that takes agent orders (Square, Toast, or a vendor whose terms allow agents): no - Vendor terms for agents, Just Eat: Not stated. Just Eat's UK website terms bar misuse of the website including scraping and limit use to personal, non-commercial purposes; they do not address an assistant ordering for a customer; an Alexa+ ordering tie-in is announced but not live. The terms page refused an automated read on 2026-10-15. Read 2026-10-15: https://www.just-eat.co.uk/info/terms-and-conditions ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 7 | 25 | | Actionable | 3 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/kamecafeundbubbleteafactorymannheim.de - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: yes - AI bot rules in robots.txt: yes - Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md) - Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md) - llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md) - API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md) - MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md) - A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md) - Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md) - OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md) - OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md) - auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md) - Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md) - ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md) - DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md) - WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md) - JSON-LD for the business: no Keep watching this business (https://directindex.org/r/kamecafeundbubbleteafactorymannheim.de/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/kamecafeundbubbleteafactorymannheim.de/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers. Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=kamecafeundbubbleteafactorymannheim.de&force=1