# Restaurant Luce: Agent-Direct Score D (53.3%) Site: https://www.hotelfuerstenhof-leipzig.com/restaurant-luce Report: https://directindex.org/r/hotelfuerstenhof-leipzig.com Scanned: 2026-10-20 (Provisional, with the action test still to come. The hatched part of the bar isn't measured yet.) Restaurant Luce is hard for agents to use. An AI assistant can open Restaurant Luce's website. What Restaurant Luce offers is in a PDF or an image, and assistants read those badly. It finds a phone number, but no link to book or order online. ## Direct links - Menu: https://www.hotelfuerstenhof-leipzig.com/wp-content/uploads/2026/10/2026-10-06_Speisekarte-Luce-neu.pdf - Phone: 04934 11400 - Address: Tröndlinring 8, 04105, Leipzig ## Nearby, also direct Places near Restaurant Luce that take a booking or an order on their own website, with no marketplace in between. - Piccola Italia (270 m): https://directindex.org/r/piccola-italia-leipzig.de - Paganini (340 m): https://directindex.org/r/paganini-leipzig.de - Trattoria Aurelia (360 m): https://directindex.org/r/trattoria-aurelia.de - Dolce Vita (420 m): https://directindex.org/r/dolcevita-leipzig.de - Don Camillo & Peppone (440 m): https://directindex.org/r/doncamillo-leipzig.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 - **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. 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 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 Leipzig, 14% 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. ``` # Restaurant Luce > local business (italian) in Tröndlinring 8, 04105, Leipzig, Leipzig. Phone 04934 11400. ## Book or order directly - Menu: https://www.hotelfuerstenhof-leipzig.com/wp-content/uploads/2026/10/2026-10-06_Speisekarte-Luce-neu.pdf ## About - Website: https://www.hotelfuerstenhof-leipzig.com/restaurant-luce - 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. ## Where it stands 333 of 652 in Leipzig. Top 51% 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 | 83% | no | | Publish the menu or price list as HTML | 66% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 86% | yes | | Structured data with address, phone and hours | 56% | no | | Have an llms.txt | 36% | no | Nearest places with a similar menu: D'Italy Ristorante & Pizzeria (B, 233 m, https://directindex.org/r/ditaly.de); DONNA (A, 261 m, https://directindex.org/r/donnaleipzig.de); Piccola Italia (C, 274 m, https://directindex.org/r/piccola-italia-leipzig.de); Paganini (B, 340 m, https://directindex.org/r/paganini-leipzig.de); Trattoria Aurelia (A, 359 m, https://directindex.org/r/trattoria-aurelia.de); Dolce Vita (C, 422 m, https://directindex.org/r/dolcevita-leipzig.de); Don Camillo & Peppone (B, 435 m, https://directindex.org/r/doncamillo-leipzig.de); Prestigio (A, 481 m, https://directindex.org/r/prestigio-leipzig.de); Toskana (F, 487 m, https://directindex.org/r/toskana-leipzig.de); Andria (C, 496 m, https://directindex.org/r/andria-leipzig.de). ## What assistants answer Asked on 2026-10-27 with web search on. 67% of the answers pointed to the business's own site or to a vendor working for it. That share is the Cited part of the score. | Assistant | Official website? | Where to book? | Where to order? | |---|---|---|---| | ChatGPT | own site | marketplace: opentable | own site | | Gemini | own site | other site: www.online-tischreservierung.de | own site | The assistants were asked 29 everyday questions about Leipzig and named 115 places. Restaurant Luce wasn't one of them. See who was named: https://directindex.org/city/leipzig/recommended **What ChatGPT said, Official website? (2026-10-27):** https://www.hotelfuerstenhof-leipzig.com/restaurant-luce/ (hotelfuerstenhof-leipzig.com (https://www.hotelfuerstenhof-leipzig.com/restaurant-luce/?utmsource=openai)) **What ChatGPT said, Where to book? (2026-10-27):** You can book a table at Restaurant LUCE here: Reserve online (https://www.opentable.de/r/restaurant-luce-leipzig). (opentable.de (https://www.opentable.de/r/restaurant-luce-leipzig?utmsource=openai)) **What ChatGPT said, Where to order? (2026-10-27):** Restaurant LUCE’s website lists its menu and reservations, but I couldn’t find an online food-ordering option. You can check with the restaurant here: https://www.hotelfuerstenhof-leipzig.com/restaurant-luce/ (hotelfuerstenhof-leipzig.com (https://www.hotelfuerstenhof-leipzig.com/restaurant-luce/?utmsource=openai)) **What Gemini said, Official website? (2026-10-27):** The official website of Restaurant Luce, located in Leipzig, Germany, is www.lumiereboutiquehotel.com. **What Gemini said, Where to book? (2026-10-27):** You can book a table online at Restaurant Luce in Leipzig, Germany, through Online-Tischreservierung.de. Here is the link you should use: https://www.online-tischreservierung.de **What Gemini said, Where to order? (2026-10-27):** Restaurant Luce in Leipzig, Germany, appears to be a fine dining establishment located within the Fürstenhof Leipzig hotel. Based on the available information, there is no direct link for online food ordering or delivery specifically from Restaurant Luce. Fine dining restaurants typically focus on in-person dining experiences and reservations rather than online takeaway or delivery services. You can find more… Compared with its peers: Sites built with WordPress 55% (25% A or B, 236086 sites); This site 53.3%. See what an AI agent reads on this site: https://directindex.org/r/hotelfuerstenhof-leipzig.com/agent-view ## Why the assistants send people elsewhere Why (2026-10-27): ChatGPT sent users to OpenTable and Gemini directed them to Online-Tischreservierung because the scan found no booking link or structured data on the restaurant site. ## Businesses like Restaurant Luce in Leipzig | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Leipzig | 652 | 52% | 25% | 53.3% | | Sites built with WordPress in Leipzig | 205 | 60% | 38% | 53.3% | The best of the sites built with WordPress in Leipzig: Don Giovanni (A 100%, https://directindex.org/r/don-giovanni-leipzig.de); Gourmet Palast (A 91.3%, https://directindex.org/r/gopalast.de); Drogerie (A 88.8%, https://directindex.org/r/drogerie-leipzig.net); Planerts (A 88.8%, https://directindex.org/r/planerts.com); Prestigio (A 88.8%, https://directindex.org/r/prestigio-leipzig.de). With the three fixes above (No structured data for the business; No booking or ordering link on the website; Menu or price list is a PDF), the score would be about 88.6%. That would be 21st of 652 in Leipzig, up from 333rd. ## The direct record What agents get for Restaurant Luce, as JSON: https://directindex.org/api/direct/hotelfuerstenhof-leipzig.com - Book: none on record - Order: none on record - Menu: https://www.hotelfuerstenhof-leipzig.com/wp-content/uploads/2026/10/2026-10-06_Speisekarte-Luce-neu.pdf (pdf; from the scan) - Hours: none on record - Phone: 04934 11400 - Stable links that count: https://directindex.org/go/hotelfuerstenhof-leipzig.com/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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 5 | 25 | | Actionable | 2 | 15 (the action test: pending) | | Cited | 13.3 | 20 | ## Agent readiness (Cloudflare) Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/hotelfuerstenhof-leipzig.com - 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/hotelfuerstenhof-leipzig.com/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/hotelfuerstenhof-leipzig.com/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=hotelfuerstenhof-leipzig.com&force=1