# Black Bean: Agent-Direct Score F (39.5%)

Site: http://blackbean-muenchen.de/
Report: https://directindex.org/r/blackbean-muenchen.de
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Black Bean is largely invisible to agents.

## What to fix first
- **The server turns AI crawlers away at the door.** Live fetches as PerplexityBot (http_503) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No working HTTPS.** The page is only served over plain http. Agents and browsers downrank or refuse it.
- **No structured data for the business.** Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type) with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations for a restaurant. It is the one block every assistant reads first. Guide: https://directindex.org/guides/structured-data-restaurant
- **No booking or ordering path at all.** Agents have nothing to act on. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No llms.txt.** Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
Rank 272 of 537 in Munich cafes and bars (top 51%).

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 69% | no |
| Publish the menu or price list as HTML | 76% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 85% | no |
| Structured data with address, phone and hours | 28% | no |
| Have an llms.txt | 26% | no |

Nearest places with a similar menu: Standl 20 (F, 678 m, https://directindex.org/r/standl20.de); Coffee Fellows (F, 738 m, https://directindex.org/r/coffee-fellows.com); Starbucks (B, 771 m, https://directindex.org/r/starbucks.de); LAX Eatery (F, 994 m, https://directindex.org/r/lax-eatery.com); Bar Giornale (C, 1029 m, https://directindex.org/r/bar-giornale.com); Simba's Coffee & Juicery (C, 1074 m, https://directindex.org/r/simbasspecialtycoffee.de); Daily Matcha (C, 1083 m, https://directindex.org/r/dailymatcha.de); Neismanufaktur (C, 1453 m, https://directindex.org/r/neismanufaktur.de); Cafe an der Uni (C, 1507 m, https://directindex.org/r/cadu.de); Katzentempel (B, 1527 m, https://directindex.org/r/katzentempel.de).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 18.7 | 25 |
| readable | 7 | 25 |
| actionable | 0 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 1 of 5: Basic Web Presence. Cloudflare's report: https://isitagentready.com/blackbean-muenchen.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

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=blackbean-muenchen.de&force=1