# Dres. Dagmar Roeser & Elke Kretschmer: Agent-Direct Score D (53.8%) Site: https://frauenaerztinnenkoeln.de Report: https://directindex.org/r/frauenaerztinnenkoeln.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.) Dres. Dagmar Roeser & Elke Kretschmer is hard for agents to use. Some AI assistants are turned away by Dres. Dagmar Roeser & Elke Kretschmer's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through Doctolib. ## Direct links - Book directly: https://www.doctolib.de/gemeinschaftspraxis/koeln/frauenaerztinnen-koeln/booking/new-patient?specialityId=1314&profile_skipped=true&bookingFunnelSource=external_referral (through doctolib acting for the business) - Phone: 04922 12576571 - Address: Schildergasse 69, 50667, Köln ## Nearby, also direct Places near Dres. Dagmar Roeser & Elke Kretschmer that take a booking or an order on their own website, with no marketplace in between. - Dr. Med. Henning Kretschmer Urology Schildergasse Cologne (0 m): https://directindex.org/r/urologie-schildergasse.de - Edith Katharina Kern (20 m): https://directindex.org/r/gyn-kern.de - Sexuelle Gesundheit Köln MVZ (40 m): https://directindex.org/r/sege-koeln.de - Denvita Dentalzentrum Köln (70 m): https://directindex.org/r/denvita.de - d|aesthetic (80 m): https://directindex.org/r/avesina.com ## What to fix first - **The server turns AI crawlers away at the door.** (+10 points) Requests as GPTBot (http_503), ClaudeBot (http_503), PerplexityBot (http_503) 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 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 that lists services and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **Structured data is incomplete.** (+5 points) Missing: address, opening hours. 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, 5.5% 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. ``` # Dres. Dagmar Roeser & Elke Kretschmer > organization in Schildergasse 69, 50667, Köln, Cologne dentists, clinics and vets. Phone 04922 12576571. ## Book or order directly - Book: https://www.doctolib.de/gemeinschaftspraxis/koeln/frauenaerztinnen-koeln/booking/new-patient?specialityId=1314&profile_skipped=true&bookingFunnelSource=external_referral (through doctolib acting for the business) ## About - Website: https://frauenaerztinnenkoeln.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. - **Structured data found (Organization).** phone - **Appointments through doctolib on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 964 of 2405 in Cologne dentists, clinics and vets. Top 40% 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 | 98% | yes | | Publish the menu or price list as HTML | 4% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 89% | no | | Structured data with address, phone and hours | 19% | no | | Have an llms.txt | 27% | no | Nearest places in the index: Dr. Med. Henning Kretschmer Urology Schildergasse Cologne (C, 0 m, https://directindex.org/r/urologie-schildergasse.de); Edith Katharina Kern (D, 23 m, https://directindex.org/r/gyn-kern.de); Sexuelle Gesundheit Köln MVZ (C, 37 m, https://directindex.org/r/sege-koeln.de); Miebach, Dr. Heinrich Walter Arzt für HNO-Krankheiten (C, 53 m, https://directindex.org/r/hno-miebach.de); Kieferdocs (F, 59 m, https://directindex.org/r/kieferdocs.de); Denvita Dentalzentrum Köln (B, 65 m, https://directindex.org/r/denvita.de); d|aesthetic (F, 84 m, https://directindex.org/r/avesina.com); Hno Naturheilkunde Privatpraxis Köln – Xenia A. Schlenzig (C, 119 m, https://directindex.org/r/hno-naturheilkunde-koeln.de); Hautarzt Dr. Dauer (C, 119 m, https://directindex.org/r/hautarzt-dauer.de); Dr. Amir H. Nahali (D, 121 m, https://directindex.org/r/zahnarzt-drnahali.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. Compared with its peers: Sites built with WordPress 58% (29% A or B, 108921 sites); Sites using Doctolib 55% (8% A or B, 2742 sites); This site 53.8%. See what an AI agent reads on this site: https://directindex.org/r/frauenaerztinnenkoeln.de/agent-view ## Businesses like Dres. Dagmar Roeser & Elke Kretschmer in Cologne dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Cologne dentists, clinics and vets | 2405 | 47% | 9% | 53.8% | | Sites built with WordPress in Cologne dentists, clinics and vets | 1108 | 53% | 14% | 53.8% | | Sites using Doctolib in Cologne dentists, clinics and vets | 403 | 56% | 10% | 53.8% | | Sites built with WordPress and using Doctolib in Cologne dentists, clinics and vets | 239 | 58% | 12% | 53.8% | The best of the sites built with WordPress and using Doctolib in Cologne dentists, clinics and vets: topDentis Cologne (B 77.5%, https://directindex.org/r/topdentis-cologne.de); Aumedica Augenlaserzentrum (B 76.9%, https://directindex.org/r/aumedica.de); Bodyworx (B 76.9%, https://directindex.org/r/bodyworx-koeln.de); Chirurgica Colonia (B 76.9%, https://directindex.org/r/chirurgica-colonia.de); DOC for Women - Praxis Dr. Arndt (B 76.9%, https://directindex.org/r/docforwomen.de). With the three fixes above (The server turns AI crawlers away at the door; No list of services and prices found; Structured data is incomplete), the score would be about 87.7%. That would be 4th of 2,405 in Cologne dentists, clinics and vets, up from 964th. ## The direct record What agents get for Dres. Dagmar Roeser & Elke Kretschmer, as JSON: https://directindex.org/api/direct/frauenaerztinnenkoeln.de - Book: https://www.doctolib.de/gemeinschaftspraxis/koeln/frauenaerztinnen-koeln/booking/new-patient?specialityId=1314&profile_skipped=true&bookingFunnelSource=external_referral (vendor on own site: Doctolib; found by the scan of 2026-10-20, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: 04922 12576571 - Stable links that count: https://directindex.org/go/frauenaerztinnenkoeln.de/book ## 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, Doctolib: Not stated. Doctolib's patient terms (April 2026), article 19, forbid web scraping and make automated data harvesting subject to Doctolib's prior consent; they do not address an agent booking an appointment for a patient, and no API or partner path for agents is documented. Read 2026-10-15: https://media.doctolib.com/image/upload/v1776929137/legal/B2C_T_Cs.pdf ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 15 | 25 | | Readable | 10 | 25 | | Actionable | 10 | 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/frauenaerztinnenkoeln.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: yes Keep watching this business (https://directindex.org/r/frauenaerztinnenkoeln.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/frauenaerztinnenkoeln.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=frauenaerztinnenkoeln.de&force=1