# Frauenärztin Dr. Isabel Grochla: Agent-Direct Score C (55.4%) Site: http://www.frauenaerztin-grochla.de Report: https://directindex.org/r/frauenaerztin.koeln 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.) Frauenärztin Dr. Isabel Grochla is partly visible to agents. An AI assistant can open Frauenärztin Dr. Isabel Grochla'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/praxis/koeln/frauenaerztinnen-koeln-braunsfeld/booking/patient-insurance-sector?specialityId=1314&telehealth=false&placeId=practice-878325&source=profile/booking/patient-insurance-sector?specialityId=1314&telehealth=false&placeId=practice-878325&source=profile&utm_campaign=website-button&utm_source=online-booking&utm_medium=referral (through doctolib acting for the business) - Phone: +49221842434 - Address: Olpener Straße 978, 51109, Köln ## Nearby, also direct Places near Frauenärztin Dr. Isabel Grochla that take a booking or an order on their own website, with no marketplace in between. - Beauty IN Kosmetikstudio (860 m): https://directindex.org/r/beautylix.de - Aesthetic House Koeln (1.2 km): https://directindex.org/r/aesthetichousekoeln.de - alina hermann coiffeur (1.7 km): https://directindex.org/r/alina-hermann.de - Waxingstudio Waxberry (1.7 km): https://directindex.org/r/waxberry.de ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (HairSalon, BeautySalon or the closest type, with name, address, telephone and openingHoursSpecification). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **No price list of services found.** (+7 points) Agents answer 'what do they offer and what does it cost?' from marketplaces and 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 - **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 0221%20-%2054%2020%2077, but OpenStreetMap or Overture Maps lists +49221842434. 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 Cologne, 6.3% 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. ``` # Frauenärztin Dr. Isabel Grochla > local business in Olpener Straße 978, 51109, Köln, Cologne hairdressers and beauty salons. Phone +49221842434. ## Book or order directly - Book: https://www.doctolib.de/praxis/koeln/frauenaerztinnen-koeln-braunsfeld/booking/patient-insurance-sector?specialityId=1314&telehealth=false&placeId=practice-878325&source=profile/booking/patient-insurance-sector?specialityId=1314&telehealth=false&placeId=practice-878325&source=profile&utm_campaign=website-button&utm_source=online-booking&utm_medium=referral (through doctolib acting for the business) ## About - Website: http://www.frauenaerztin-grochla.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. - **Appointments through doctolib on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 360 of 1192 in Cologne hairdressers and beauty salons. Top 30% 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 | 94% | yes | | Publish the menu or price list as HTML | 15% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes | | Structured data with address, phone and hours | 17% | no | | Have an llms.txt | 26% | no | Nearest places in the index: Elke Kuhlemann Heilpraktikerin Für Psychotherapie Hypnosetherapie Und Coaching (F, 182 m, https://directindex.org/r/coaching-koeln-ek.de); Kosmetikstudio Beauty Concept Frowein-flore Beatrice (F, 402 m, https://directindex.org/r/kosmetikstudio-beautyconcept.de); Sarah Bach Hairdesign (D, 475 m, https://directindex.org/r/sarah-bach.de); Beauty IN Kosmetikstudio (C, 863 m, https://directindex.org/r/beautylix.de); Dimitri's Barbershop (F, 1091 m, https://directindex.org/r/dimitris-barbershop.de); Lashsplash - Wimpernextensions & Schulungen Für Wimpernstylisten (D, 1158 m, https://directindex.org/r/lashsplash.de); Aesthetic House Koeln (C, 1158 m, https://directindex.org/r/aesthetichousekoeln.de); Hands up Hand- und Nagelkosmetik (F, 1569 m, https://directindex.org/r/handsup-stw.de); alina hermann coiffeur (C, 1682 m, https://directindex.org/r/alina-hermann.de); Waxingstudio Waxberry (B, 1699 m, https://directindex.org/r/waxberry.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 55.4%. See what an AI agent reads on this site: https://directindex.org/r/frauenaerztin.koeln/agent-view ## Businesses like Frauenärztin Dr. Isabel Grochla in Cologne hairdressers and beauty salons | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Cologne hairdressers and beauty salons | 1192 | 43% | 10% | 55.4% | | Sites built with WordPress in Cologne hairdressers and beauty salons | 442 | 52% | 15% | 55.4% | | Sites using Doctolib in Cologne hairdressers and beauty salons | 4 | 65% | 0% | 55.4% | | Sites built with WordPress and using Doctolib in Cologne hairdressers and beauty salons | 3 | 64% | 0% | 55.4% | The best of the sites using Doctolib in Cologne hairdressers and beauty salons: HautGedicht Kosmetik & Podologie (C 69.2%, https://directindex.org/r/hautgedicht.de); Doc4beauty (C 67.7%, https://directindex.org/r/doc4beauty.de); Medical Beauty Cologne Praxis (C 67.7%, https://directindex.org/r/medicalbeautycologne.de). With the two fixes above (No structured data for the business; No price list of services found), the score would be about 87.7%. That would be 5th of 1,192 in Cologne hairdressers and beauty salons, up from 360th. ## The direct record What agents get for Frauenärztin Dr. Isabel Grochla, as JSON: https://directindex.org/api/direct/frauenaerztin.koeln - Book: https://www.doctolib.de/praxis/koeln/frauenaerztinnen-koeln-braunsfeld/booking/patient-insurance-sector?specialityId=1314&telehealth=false&placeId=practice-878325&source=profile/booking/patient-insurance-sector?specialityId=1314&telehealth=false&placeId=practice-878325&source=profile&utm_campaign=website-button&utm_source=online-booking&utm_medium=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: +49221842434 - Stable links that count: https://directindex.org/go/frauenaerztin.koeln/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 | 25 | 25 | | Readable | 1 | 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/frauenaerztin.koeln - 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/frauenaerztin.koeln/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/frauenaerztin.koeln/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=frauenaerztin.koeln&force=1