# Kunsthalle Mannheim: Agent-Direct Score D (52.8%) Site: https://www.kuma.art Report: https://directindex.org/r/kuma.art 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.) Kunsthalle Mannheim is hard for agents to use. Some AI assistants are turned away by Kunsthalle Mannheim's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site. ## Direct links - Book directly: https://shop.kuma.art/#/tickets/time?museum_id=1&group=day (on the business's own site) - Phone: 00496212936423 - Address: Friedrichsplatz 4 68165 Mannheim - Hours, from OpenStreetMap: Mon closed; Tue 10:00–18:00; Wed 10:00–20:00; Thu–Sun 10:00–18:00 - Step-free access (OpenStreetMap) - Languages: German, English ## Nearby, also direct Places near Kunsthalle Mannheim that take a booking or an order on their own website, with no marketplace in between. - Lufthansa City Center in Mannheim (400 m): https://directindex.org/r/lufthansa-city-center.com - Touristik im Quadrat (650 m): https://directindex.org/r/touristik-quadrat.de ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (TouristAttraction, Museum, TravelAgency or the closest type, with name, address, telephone and openingHoursSpecification). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **No tickets and prices found.** (+7 points) Agents answer 'what does it cost and when?' from marketplaces instead. Add a page with tickets, times and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **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 ## 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. ``` # Kunsthalle Mannheim > museum in Friedrichsplatz 4 68165 Mannheim, Mannheim tours, attractions and museums. Phone 00496212936423. ## Book or order directly - Book: https://shop.kuma.art/#/tickets/time?museum_id=1&group=day (on the business's own site) ## Opening hours Tu-Su,PH 10:00-18:00; We 10:00-20:00 ## About - Website: https://www.kuma.art - 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. - **Tickets on your own site.** Agents can buy tickets without going through a marketplace. ## Where it stands 14 of 35 in Mannheim tours, attractions and museums. Top 40% 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 | 90% | yes | | Publish the menu or price list as HTML | 0% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 90% | no | | Structured data with address, phone and hours | 0% | no | | Have an llms.txt | 20% | no | Nearest places in the index: Rosengarten (C, 331 m, https://directindex.org/r/mcon-mannheim.de); REISEfreudig (D, 357 m, https://directindex.org/r/reise-freudig.de); Lufthansa City Center in Mannheim (B, 400 m, https://directindex.org/r/lufthansa-city-center.com); ltur (C, 639 m, https://directindex.org/r/ltur.com); Touristik im Quadrat (C, 647 m, https://directindex.org/r/touristik-quadrat.de); Neue Welten Reisebüro (F, 654 m, https://directindex.org/r/neuewelten-mannheim.de); Mannheimer Antikensaal (F, 775 m, https://directindex.org/r/antikensaal-mannheim.com); Kunstverein (C, 989 m, https://directindex.org/r/mannheimer-kunstverein.de); Appartement der Großherzogin (F, 1002 m, https://directindex.org/r/schloss-mannheim.de); HAAS REISEN (F, 1065 m, https://directindex.org/r/haas-reisen.com). ## 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. Recommended when people ask: "Skip-the-line tickets for the main museum tomorrow, where do I buy them?" (Gemini); "It's raining. Something fun to book indoors for this afternoon." (Gemini) See what an AI agent reads on this site: https://directindex.org/r/kuma.art/agent-view ## Named by Gemini for "Skip-the-line tickets for the main museum tomorrow, where do I buy them?" and "It's raining. Something fun to book indoors for this afternoon" in Mannheim tours, attractions and museums, October 2026 - "Skip-the-line tickets for the main museum tomorrow, where do I buy them?" (2026-10-21): Gemini with a link to this site. https://directindex.org/city/mannheim-tours/recommended/museum-tickets - "It's raining. Something fun to book indoors for this afternoon." (2026-10-21): Gemini with a link to this site. https://directindex.org/city/mannheim-tours/recommended/rainy-day Named by 1 of 2 assistants asked. Badge: https://directindex.org/badge/named/kuma.art.svg ## Businesses like Kunsthalle Mannheim in Mannheim tours, attractions and museums | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Mannheim tours, attractions and museums | 35 | 46% | 11% | 52.8% | The best of the businesses of the same kind in Mannheim tours, attractions and museums: Holidayland SL-Reisen (B 80%, https://directindex.org/r/holidayland.de); Depot 5 (B 75.4%, https://directindex.org/r/depotfuenf.de); N-Bahn-Club Rhein-Neckar e.V. (B 73.8%, https://directindex.org/r/nbc-rn.de); Lufthansa City Center in Mannheim (B 70%, https://directindex.org/r/lufthansa-city-center.com); mal Anders Reisen (C 65.1%, https://directindex.org/r/malandersreisen.com). With the three fixes above (No structured data for the business; No tickets and prices found; The server turns AI crawlers away at the door), the score would be about 95.4%, which would be first of 35 in Mannheim tours, attractions and museums. ## The direct record What agents get for Kunsthalle Mannheim, as JSON: https://directindex.org/api/direct/kuma.art - Book: https://shop.kuma.art/#/tickets/time?museum_id=1&group=day (own site; found by the scan of 2026-10-24, not yet tested) - Order: none on record - Menu: none on record - Hours: Tu-Su,PH 10:00-18:00; We 10:00-20:00 (closed now) (from OpenStreetMap) - Phone: 00496212936423 - Stable links that count: https://directindex.org/go/kuma.art/book ## 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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 18.3 | 25 | | Readable | 1 | 25 | | Actionable | 15 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/kuma.art - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - 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/kuma.art/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/kuma.art/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=kuma.art&force=1