# Mamani Restaurant: Agent-Direct Score D (46.2%) Site: http://www.ristorante-mamani.de/ Report: https://directindex.org/r/ristorante-mamani.de Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Mamani Restaurant is hard for agents to use. An AI assistant can open Mamani Restaurant's website. What Mamani Restaurant offers is in a PDF or an image, and assistants read those badly. To book or order, it is sent to OpenTable, a marketplace. ## Direct links - Menu: https://ristorante-mamani.de/wp-content/uploads/2025/11/mamani_speisekarte_2026.pdf - Phone: 4920151198498 - Address: Juliusstraße 10, 45128, Essen ## Nearby, also direct Places near Mamani Restaurant that take a booking or an order on their own website, with no marketplace in between. - Paul's Brasserie (40 m): https://directindex.org/r/pauls-brasserie.de - tablo (50 m): https://directindex.org/r/tablo-restaurant.de - Suvai Bar & Restaurant (50 m): https://directindex.org/r/suvai-restaurant.de - La Grappa (90 m): https://directindex.org/r/la-grappa.de - Almanya Essen (230 m): https://directindex.org/r/essen.de ## 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Booking only through opentable.** (+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/book-direct-on-your-own-website - **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai - **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. In Essen, 15% of comparable sites declare one. ## 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. ``` # Mamani Restaurant > local business in Juliusstraße 10, 45128, Essen, Essen. Phone 4920151198498. ## Book or order directly - Menu: https://ristorante-mamani.de/wp-content/uploads/2025/11/mamani_speisekarte_2026.pdf ## About - Website: http://www.ristorante-mamani.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. - **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. Terms read on 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them. ## Where it stands 353 of 620 in Essen. Top 57% 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% | no | | Publish the menu or price list as HTML | 72% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 79% | yes | | Structured data with address, phone and hours | 53% | no | | Have an llms.txt | 31% | no | Nearest places in the index: Paul's Brasserie (C, 35 m, https://directindex.org/r/pauls-brasserie.de); tablo (B, 47 m, https://directindex.org/r/tablo-restaurant.de); Suvai Bar & Restaurant (C, 50 m, https://directindex.org/r/suvai-restaurant.de); JADE Chinesisches Spezialitäten-Restaurant (D, 79 m, https://directindex.org/r/dimsum-essen.de); La Grappa (C, 85 m, https://directindex.org/r/la-grappa.de); Almanya Essen (C, 233 m, https://directindex.org/r/essen.de); Dunkin' (F, 349 m, https://directindex.org/r/dunkindonuts.com); La Palma (F, 357 m, https://directindex.org/r/lapalma-essen.de); Pizzeria Mailand (C, 359 m, https://directindex.org/r/pizzeriamailand.de); Lotto Karnowski (F, 388 m, https://directindex.org/r/lotto-karnowski.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. Recommended when people ask: "I'm coeliac. A restaurant with real gluten-free options for dinner, book it." (Claude) Compared with its peers: Sites built with WordPress 55% (24% A or B, 251601 sites); Sites using OpenTable 69% (51% A or B, 6557 sites); This site 46.2%. See what an AI agent reads on this site: https://directindex.org/r/ristorante-mamani.de/agent-view Read by AI agents 3 times this month (ClaudeBot 3). ## Named by Claude for "I'm coeliac. A restaurant with real gluten-free options for dinner, book it" in Essen, November 2026 - "I'm coeliac. A restaurant with real gluten-free options for dinner, book it." (2026-11-01): Claude with a link to this site. https://directindex.org/city/essen/recommended/gluten-free Named by 1 of 3 assistants asked. Badge: https://directindex.org/badge/named/ristorante-mamani.de.svg ## Businesses like Mamani Restaurant in Essen | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Essen | 620 | 50% | 20% | 46.2% | | Sites built with WordPress in Essen | 200 | 60% | 30% | 46.2% | | Sites using OpenTable in Essen | 7 | 62% | 29% | 46.2% | | Sites built with WordPress and using OpenTable in Essen | 3 | 65% | 33% | 46.2% | The best of the sites using OpenTable in Essen: Bliss Tapas Bar (B 80.4%, https://directindex.org/r/bliss-essen.de); Mongo's (B 73.8%, https://directindex.org/r/mongos.de); Suvai Bar & Restaurant (C 68.8%, https://directindex.org/r/suvai-restaurant.de); 200g (C 67.2%, https://directindex.org/r/200-gramm.de); Maredo (D 53.8%, https://directindex.org/r/maredo.de). With the three fixes above (No structured data for the business; Booking only through opentable; No working HTTPS), the score would be about 90.8%. That would be 9th of 620 in Essen, up from 353rd. ## The direct record What agents get for Mamani Restaurant, as JSON: https://directindex.org/api/direct/ristorante-mamani.de - Book: none on record - Order: none on record - Menu: https://ristorante-mamani.de/wp-content/uploads/2025/11/mamani_speisekarte_2026.pdf (pdf; from the scan) - Hours: none on record - Phone: 4920151198498 - Stable links that count: https://directindex.org/go/ristorante-mamani.de/menu - Agents and people followed 1 direct link to this business this month (1 by AI agents). ## 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 | 22 | 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/ristorante-mamani.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/ristorante-mamani.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/ristorante-mamani.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=ristorante-mamani.de&force=1