# Hans-Joachim Lümmen: Agent-Direct Score F (30.8%) Site: http://www.praxis-luemmen.de/ Report: https://directindex.org/r/praxis-luemmen.de Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Hans-Joachim Lümmen is largely invisible to agents. ## Direct links - Phone: +49 221 276464 ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Dentist, MedicalClinic, Physiotherapy or the closest type, with name, address, telephone and openingHoursSpecification). 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 - **No way to book an appointment online.** (+15 points) Agents have nothing to act on. Add an online appointment page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No list of services and prices found.** (+7 points) Agents answer 'what do they treat and what does it cost' from directories instead. Add a page with services and prices as text and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **No working HTTPS.** (+3 points) The page is only served over plain http. Agents and browsers downrank or refuse it. - **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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. ``` # Hans-Joachim Lümmen > physician in Cologne dentists, clinics and vets. Phone +49 221 276464. ## About - Website: http://www.praxis-luemmen.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.** There is no robots.txt, which allows everything. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. ## Since the scan of 2026-10-14 (F then) - Fixed: nothing - New: nothing ## Where it stands 416 of 517 in Cologne dentists, clinics and vets. Top 80% 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 | 98% | no | | Publish the menu or price list as HTML | 10% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 88% | yes | | Structured data with address, phone and hours | 15% | no | | Have an llms.txt | 23% | no | Nearest places in the index: Hausärztliche Gemeinschaftsprax Kirmizigul (F, 248 m, https://directindex.org/r/praxis-kirmiziguel.de); Hausarztpraxis Sülz (B, 655 m, https://directindex.org/r/hausarztpraxis-suelz.de); Zahngarde (C, 795 m, https://directindex.org/r/zahngarde.de); Anne Westermann (D, 929 m, https://directindex.org/r/rathenauphysio.de); Hausarztpraxis Kreiter (F, 992 m, https://directindex.org/r/hausarztpraxis-kreiter.de); Augenarztpraxis Dr. Stark (F, 993 m, https://directindex.org/r/augenarzt-dr-stark.de); Dr. med. Alexandra Link Dr. med. Carmen Abel (F, 994 m, https://directindex.org/r/link-abel.de); Dr. med. Bottler-Neufert/Dr. med. Lindenthal (C, 1022 m, https://directindex.org/r/hno-koeln.de); Praxis für Physiotherapie Daniella Semek (D, 1036 m, https://directindex.org/r/semek.koeln); Dr. med. Nikolaus Adler (F, 1068 m, https://directindex.org/r/naturheilkundepraxis-adler.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. Score over 2 scans since 2026-10-14: 2026-10-14 31%, 2026-10-14 31%. See what an AI agent reads on this site: https://directindex.org/r/praxis-luemmen.de/agent-view ## Businesses like Hans-Joachim Lümmen in Cologne dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Cologne dentists, clinics and vets | 517 | 45% | 8% | 30.8% | The best of Same kind in Cologne dentists, clinics and vets: arthroprax Orthopädie Unfallchirurgie (A 95.4%, https://directindex.org/r/arthro-prax.de); mamonova (A 86.2%, https://directindex.org/r/mamonova.de); Kieferorthopäde Köln Rodenkirchen - Dr. Schupp & Dr. Funke (B 84.6%, https://directindex.org/r/just-kfo.de); König 33 Gemeinschaftspraxis (B 84.6%, https://directindex.org/r/hausarzt-koenig33.de); PAN Klinik am Neumarkt (B 84.6%, https://directindex.org/r/pan-klinik.de). With the three fixes above (No structured data for the business; No way to book an appointment online; No list of services and prices found) the score would be about 87.7%: 2nd of 517 in Cologne dentists, clinics and vets, up from 416th. ## The direct record What agents get for Hans-Joachim Lümmen, as JSON: https://directindex.org/api/direct/praxis-luemmen.de - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +49 221 276464 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 20 | 25 | | Readable | 0 | 25 | | Actionable | 0 | 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/praxis-luemmen.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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 Deep report: https://directindex.org/r/praxis-luemmen.de/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off. Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=praxis-luemmen.de&force=1