# Wilfried Max Lorenz: Agent-Direct Score F (32.8%) Site: https://www.aqua-lorenz.de Report: https://directindex.org/r/aqua-lorenz.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.) Wilfried Max Lorenz is largely invisible to agents. Some AI assistants are turned away by Wilfried Max Lorenz's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online. ## Direct links - Phone: 0491 7664331394 - Address: Altenessener Straße 341B, 45326, Essen ## Nearby, also direct Places near Wilfried Max Lorenz that take a booking or an order on their own website, with no marketplace in between. - MP - Event Solutions (510 m): https://directindex.org/r/wixsite.com - شي طيب وخمس نجوم (770 m): https://directindex.org/r/slyiba-sandwiches.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 - **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that 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, 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 - **The phone number on the site doesn't match the open map data.** The site shows 0201-350462, but OpenStreetMap or Overture Maps lists 0491 7664331394. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org. ## 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, 8.4% 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. ``` # Wilfried Max Lorenz > local business in Altenessener Straße 341B, 45326, Essen, Essen. Phone 0491 7664331394. ## About - Website: https://www.aqua-lorenz.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. ## Where it stands 567 of 694 in Essen. Top 82% 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 | 84% | no | | Publish the menu or price list as HTML | 77% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 81% | no | | Structured data with address, phone and hours | 42% | no | | Have an llms.txt | 22% | no | Nearest places in the index: MP - Event Solutions (B, 512 m, https://directindex.org/r/wixsite.com); malakow - Zeche Carl (D, 534 m, https://directindex.org/r/zechecarl.de); Parkrestaurant Spindelmann (C, 598 m, https://directindex.org/r/parkrestaurant-spindelmann.de); Schnappers Grillkasten Altenessen (F, 727 m, https://directindex.org/r/speisebaron.de); شي طيب وخمس نجوم (A, 766 m, https://directindex.org/r/slyiba-sandwiches.de); Haus Gammler (F, 783 m, https://directindex.org/r/google.com); bei Salvatore (F, 804 m, https://directindex.org/r/regional.de); Burger King (F, 828 m, https://directindex.org/r/burgerking.de); Hero Grill (F, 844 m, https://directindex.org/r/herogrill.de); Ravis Pizza Express (F, 891 m, https://directindex.org/r/ravispizza-essen.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. The assistants were asked 12 everyday questions about Essen and named 60 places. Wilfried Max Lorenz wasn't one of them. See who was named: https://directindex.org/city/essen/recommended See what an AI agent reads on this site: https://directindex.org/r/aqua-lorenz.de/agent-view ## Businesses like Wilfried Max Lorenz in Essen | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Essen | 694 | 49% | 20% | 32.8% | The best of the businesses of the same kind in Essen: Cafe Del Sol (A 100%, https://directindex.org/r/cafedelsol.de); Finster (A 96.3%, https://directindex.org/r/dunkelrestaurant-finster.de); New Parlament (A 96.3%, https://directindex.org/r/new-parlament.de); Ristorante Acquario (A 96.3%, https://directindex.org/r/acquario.de); Gasthaus Alte Fähre (A 92.5%, https://directindex.org/r/alte-faehre.de). 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 85.1%. That would be 32nd of 694 in Essen, up from 567th. ## The direct record What agents get for Wilfried Max Lorenz, as JSON: https://directindex.org/api/direct/aqua-lorenz.de - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: 0491 7664331394 ## 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 | 18.3 | 25 | | Readable | 1 | 25 | | Actionable | 2 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/aqua-lorenz.de - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - 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/aqua-lorenz.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/aqua-lorenz.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=aqua-lorenz.de&force=1