# Bonsai Deli: Agent-Direct Score F (33.4%) Site: https://bonsai-deli.de Report: https://directindex.org/r/bonsai-deli.de Scanned: 2026-10-16 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Bonsai Deli is largely invisible to agents. Some AI assistants are turned away by the website of Bonsai Deli. It finds no menu or price list, so it answers from other sites. It finds no link to book or order online. ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **No booking or ordering link on the website.** (+15 points) Agents find no link to follow on the site. If you take bookings or orders through a platform, link to it from the site so an agent can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **The server turns AI crawlers away at the door.** (+3.3 points) 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 llms.txt.** (no points, still worth doing) 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 ## Fix kit: What to paste Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Bonsai Deli > restaurant (sandwich, asian) in Otto-Schott-Straße 3 60438 Frankfurt am Main, Frankfurt. ## Opening hours Mo-Fr 11:00-15:00 ## About - Website: https://bonsai-deli.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 key AI user agents. ## Since the scan of 2026-10-14 (F then) - Fixed: The site could not be read at all - New: The server turned AI crawlers away at the door; No structured data for the business; No menu or price list; No booking or ordering path at all; No llms.txt ## Where it stands 814 of 961 in Frankfurt. Top 85% of the sites scanned in this index. | What the top tenth of the index does | Top 10% | This site | |---|---|---| | Take bookings or orders on their own domain | 88% | no | | Publish the menu or price list as HTML | 74% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 88% | no | | Structured data with address, phone and hours | 51% | no | | Have an llms.txt | 23% | no | Nearest places in the index: Westside Café & Restaurant (A, 476 m, https://directindex.org/r/westside-riedberg.de); N101 Mensa π × Gaumen (F, 538 m, https://directindex.org/r/swffm.de); Zum Lahmen Esel (D, 898 m, https://directindex.org/r/lahmer-esel.de); Mutz (D, 1122 m, https://directindex.org/r/cafemutz.de); Tandoori Villa (B, 1399 m, https://directindex.org/r/tandoori-villa.de); Spice Village (D, 1542 m, https://directindex.org/r/spice-village-restaurant.de); Pizzeria Al Camino (D, 1736 m, https://directindex.org/r/pizza-alcamino.de); Landhaus zum Stöffche (C, 1841 m, https://directindex.org/r/landhaus-stoeffche.de); Ricksha (D, 2111 m, https://directindex.org/r/ricksha-food.de); Traumkuh Nordwestzentrum (F, 2131 m, https://directindex.org/r/traumkuh-burger.de). ## What assistants answer Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included. Against its peers: Sites built with WordPress 59% (31% A or B, 38935 sites); This site 33.4%. See what an AI agent reads on this site: https://directindex.org/r/bonsai-deli.de/agent-view ## Businesses like Bonsai Deli in Frankfurt | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Frankfurt | 961 | 52% | 23% | 33.4% | | Sites built with WordPress in Frankfurt | 376 | 61% | 31% | 33.4% | The best of the sites built with WordPress in Frankfurt: Restaurant & Café im Seedammbad (A 100%, https://directindex.org/r/seedammbad-restaurant.de); Whats Beef (A 100%, https://directindex.org/r/whatsbeef.de); Mönchhof (A 96.2%, https://directindex.org/r/restaurantmoenchhof.de); Hoechster Genuss Schmiede (A 95.4%, https://directindex.org/r/restaurant-hoechster-genussschmiede.com); Savanna Restaurant (A 95.4%, https://directindex.org/r/savanna-restaurant.com). With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found) the score would be about 90.3%: 28th of 961 in Frankfurt, up from 814th. ## The direct record What agents get for Bonsai Deli, as JSON: https://directindex.org/api/direct/bonsai-deli.de - Book: none on record - Order: none on record - Menu: none on record - Hours: Mo-Fr 11:00-15:00 (closed now) (from OpenStreetMap) - Phone: none on record ## 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 | 21.7 | 25 | | Readable | 0 | 25 | | Actionable | 0 | 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/bonsai-deli.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/bonsai-deli.de/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/bonsai-deli.de/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=bonsai-deli.de&force=1