# Mr Chai-Wala: Agent-Direct Score D (50.8%) Site: http://mister-chai-wala.de/ Report: https://directindex.org/r/mister-chai-wala.de Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Mr Chai-Wala is hard for agents to use. An AI assistant can open the website of Mr Chai-Wala. What Mr Chai-Wala offers is in a PDF or an image, which assistants read poorly. To book or order, it is sent to OpenTable, a marketplace. ## Direct links - Menu: https://mister-chai-wala.de/wp-content/uploads/WEB_MCW_Menu-ENG.pdf - Phone: +493092210655 ## What to fix first - **No structured data for the business.** (+14 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 - **Booking only through opentable.** (+12 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai - **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. ``` # Mr Chai-Wala > local business in Kantstraße 31, 10625, Berlin, Berlin. Phone +493092210655. ## Book or order directly - Menu: https://mister-chai-wala.de/wp-content/uploads/WEB_MCW_Menu-ENG.pdf ## About - Website: http://mister-chai-wala.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. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **OpenTable works with agents through its partners.** OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. An assistant that is not a partner may not finish the step there; a direct path on your own domain works for all of them. ## Where it stands 2034 of 4654 in Berlin. Top 44% 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 | 85% | no | | Publish the menu or price list as HTML | 78% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 82% | yes | | Structured data with address, phone and hours | 40% | no | | Have an llms.txt | 25% | no | Nearest places in the index: Noodle Village (D, 16 m, https://directindex.org/r/noodlevillage.de); Mr. 10 (F, 42 m, https://directindex.org/r/chaoberlin.de); Lon-Men's Noodle House (C, 48 m, https://directindex.org/r/menueat.net); Funky Fisch (D, 49 m, https://directindex.org/r/funky-fisch.de); 893 Ryōtei Japanese Restaurant (D, 51 m, https://directindex.org/r/893ryotei.de); Madame Ngo (D, 64 m, https://directindex.org/r/madame-ngo.de); Ngo Kim Pak (D, 71 m, https://directindex.org/r/ngokimpak.de); TTP Sushi (F, 71 m, https://directindex.org/r/sushittp.de); Jules Verne (C, 95 m, https://directindex.org/r/jules-verne-berlin.de); Aroma (F, 107 m, https://directindex.org/r/aroma-berlin.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 58% (29% A or B, 36926 sites); Sites using OpenTable 67% (43% A or B, 1462 sites); This site 50.8%. See what an AI agent reads on this site: https://directindex.org/r/mister-chai-wala.de/agent-view ## Businesses like Mr Chai-Wala in Berlin | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Berlin | 4654 | 47% | 19% | 50.8% | | Sites built with WordPress in Berlin | 1435 | 58% | 30% | 50.8% | | Sites using OpenTable in Berlin | 86 | 59% | 21% | 50.8% | | Sites built with WordPress and using OpenTable in Berlin | 44 | 59% | 16% | 50.8% | The best of the sites built with WordPress and using OpenTable in Berlin: Decorestaurant (B 83.1%, https://directindex.org/r/deco.restaurant); Froindlichst (B 80%, https://directindex.org/r/froindlichst.com); Aleppo Supper Club (B 79.5%, https://directindex.org/r/alepposupper.club); Katz Orange (B 76.9%, https://directindex.org/r/katzorange.com); Lovis Restaurant & Bar (B 75.4%, https://directindex.org/r/lovisrestaurant.com). With the three fixes above (No structured data for the business; Booking only through opentable; Menu or price list is a PDF) the score would be about 95.4%: 37th of 4,654 in Berlin, up from 2034th. ## The direct record What agents get for Mr Chai-Wala, as JSON: https://directindex.org/api/direct/mister-chai-wala.de - Book: none on record - Order: none on record - Menu: https://mister-chai-wala.de/wp-content/uploads/WEB_MCW_Menu-ENG.pdf (pdf; from the scan) - Hours: none on record - Phone: +493092210655 - Stable links that count: https://directindex.org/go/mister-chai-wala.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, OpenTable: Through partners. OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 5 | 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/mister-chai-wala.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/mister-chai-wala.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/mister-chai-wala.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=mister-chai-wala.de&force=1