# Eckstein: Agent-Direct Score B (72.3%) Site: http://www.Eckstein-koeln.de/ Report: https://directindex.org/r/eckstein-koeln.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.) Eckstein is mostly ready for agents. An AI assistant can open Eckstein's website. It can read what Eckstein offers. It finds a way to book or order directly on the site. ## Direct links - Book directly: https://www.eckstein-koeln.de/reservierung/ (on the business's own site) - Menu: https://www.eckstein-koeln.de/speisekarte/ - Hours, from OpenStreetMap · Overture Maps: Mo-Sa 10:00-01:00, Su 11:00-01:00, PH 10:00-01:00 - Outdoor seating (OpenStreetMap) ## Nearby, also direct Places near Eckstein that take a booking or an order on their own website, with no marketplace in between. - Gasthaus Scherz (40 m): https://directindex.org/r/gasthausscherz.de - Gasthaus Scherz (40 m): https://directindex.org/r/scherzrestaurant.de - Haus Unkelbach (40 m): https://directindex.org/r/hausunkelbach.de - Der vierte König (120 m): https://directindex.org/r/derviertekoenig.com ## 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **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 Cologne, 11% 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. ``` # Eckstein > restaurant in Cologne. ## Book or order directly - Book: https://www.eckstein-koeln.de/reservierung/ (on the business's own site) - Menu: https://www.eckstein-koeln.de/speisekarte/ ## Opening hours Mo-Sa 10:00-01:00, Su 11:00-01:00, PH 10:00-01:00 ## About - Website: http://www.Eckstein-koeln.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. - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Booking on your own site.** Agents can book without going through a marketplace. ## Where it stands 307 of 1796 in Cologne. Top 17% 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% | yes | | Publish the menu or price list as HTML | 80% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 89% | yes | | Structured data with address, phone and hours | 47% | no | | Have an llms.txt | 25% | no | Nearest places in the index: Gasthaus Scherz (C, 37 m, https://directindex.org/r/gasthausscherz.de); Gasthaus Scherz (C, 43 m, https://directindex.org/r/scherzrestaurant.de); Haus Unkelbach (B, 43 m, https://directindex.org/r/hausunkelbach.de); Siu Siu Caffeebistro (B, 49 m, https://directindex.org/r/siusiucoffee.com); L'Asiatico Köln (F, 64 m, https://directindex.org/r/lasiatico.de); Lo Sfizio (F, 77 m, https://directindex.org/r/losfizio2.de); Der vierte König (B, 115 m, https://directindex.org/r/derviertekoenig.com); Pradels (D, 126 m, https://directindex.org/r/pradels.de); Pizza Pizza (F, 191 m, https://directindex.org/r/pizzapizza.ca); Filippo Nisi (F, 220 m, https://directindex.org/r/filippo-nisi.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 Cologne and named 80 places. Eckstein wasn't one of them. See who was named: https://directindex.org/city/cologne/recommended Compared with its peers: Sites built with WordPress 58% (29% A or B, 108921 sites); This site 72.3%. See what an AI agent reads on this site: https://directindex.org/r/eckstein-koeln.de/agent-view ## Businesses like Eckstein in Cologne | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Cologne | 1796 | 49% | 21% | 72.3% | | Sites built with WordPress in Cologne | 634 | 59% | 31% | 72.3% | The best of the sites built with WordPress in Cologne: Bulgogi Haus (A 100%, https://directindex.org/r/bulgogi-haus.de); CARUSO Pastabar (A 97.5%, https://directindex.org/r/caruso-pastabar.de); Caruso Pasta Bar (A 97.5%, https://directindex.org/r/caruso-pastabar.de); Kuschari König (A 96.9%, https://directindex.org/r/kuscharikoenig.de); El Barrio (A 96.3%, https://directindex.org/r/elbarrio-koeln.de). With the fix above (No structured data for the business), the score would be about 95.4%. That would be 14th of 1,796 in Cologne, up from 307th. ## The direct record What agents get for Eckstein, as JSON: https://directindex.org/api/direct/eckstein-koeln.de - Book: https://www.eckstein-koeln.de/reservierung/ (own site; found by the scan of 2026-10-20, not yet tested) - Order: none on record - Menu: https://www.eckstein-koeln.de/speisekarte/ (html_page; from the scan) - Hours: Mo-Sa 10:00-01:00, Su 11:00-01:00, PH 10:00-01:00 (from OpenStreetMap) - Phone: none on record - Stable links that count: https://directindex.org/go/eckstein-koeln.de/book, https://directindex.org/go/eckstein-koeln.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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 7 | 25 | | Actionable | 15 | 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/eckstein-koeln.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/eckstein-koeln.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/eckstein-koeln.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=eckstein-koeln.de&force=1