# Frau Dr. Beate Kunz: Agent-Direct Score D (44.2%) Site: http://www.kunz-kfo.de/ Report: https://directindex.org/r/kunz-kfo.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.) Frau Dr. Beate Kunz is hard for agents to use. Some AI assistants are turned away by Frau Dr. Beate Kunz'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/kieferorthopaede/munchen/beate-kunz (through doctolib acting for the business) - Phone: 49893118077 - Address: Leopoldstraße 159, 80804, Munich ## Nearby, also direct Places near Frau Dr. Beate Kunz that take a booking or an order on their own website, with no marketplace in between. - Herr Dr. Med. Andreas Ritter (0 m): https://directindex.org/r/kieferchirurgie-ritter.de - Herr Dr. Med. Friedhelm Busch (0 m): https://directindex.org/r/kieferchirurgie-schwabing-busch.de - Dr. Med. Marc Schmidt (0 m): https://directindex.org/r/gyn-lmc.de - Janssen Henning Dr. Med. Arzt Für Innere Krankheiten (30 m): https://directindex.org/r/dr-schwenk.de - Dr. Christopher E. Simonis (50 m): https://directindex.org/r/dr-simonis.de ## 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **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 - **The server turns AI crawlers away at the door.** (+3.3 points) Requests as 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 working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **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 Munich, 9.9% 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. ``` # Frau Dr. Beate Kunz > local business in Leopoldstraße 159, 80804, Munich, Munich dentists, clinics and vets. Phone 49893118077. ## Book or order directly - Book: https://www.doctolib.de/kieferorthopaede/munchen/beate-kunz (through doctolib acting for the business) ## About - Website: http://www.kunz-kfo.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's no robots.txt, which means everything is allowed. - **Appointments through doctolib on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 2172 of 4334 in Munich dentists, clinics and vets. Top 50% 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 | 97% | yes | | Publish the menu or price list as HTML | 5% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 90% | no | | Structured data with address, phone and hours | 18% | no | | Have an llms.txt | 24% | no | Nearest places in the index: Herr Dr. Med. Andreas Ritter (C, 0 m, https://directindex.org/r/kieferchirurgie-ritter.de); Herr Dr. Med. Friedhelm Busch (D, 0 m, https://directindex.org/r/kieferchirurgie-schwabing-busch.de); Dr. Med. Marc Schmidt (D, 0 m, https://directindex.org/r/gyn-lmc.de); Dr. Med. Vassilios Kamargakis (F, 30 m, https://directindex.org/r/dr-kamargakis.de); Janssen Henning Dr. Med. Arzt Für Innere Krankheiten (B, 30 m, https://directindex.org/r/dr-schwenk.de); Dr. Christopher E. Simonis (C, 46 m, https://directindex.org/r/dr-simonis.de); Dr. Med. Sylvia Galia-groß Praktische Ärztin (F, 111 m, https://directindex.org/r/praxis-dr-galia.de); Claudia Schmitz Naturheilpraxis (D, 112 m, https://directindex.org/r/claudia-schmitz.com); Peters, Karin (F, 121 m, https://directindex.org/r/karin-peters.de); Dr. med. Wolfgang Dietrich (F, 167 m, https://directindex.org/r/drdietrich.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 Munich dentists, clinics and vets and named 76 places. Frau Dr. Beate Kunz wasn't one of them. See who was named: https://directindex.org/city/munich-clinics/recommended Compared with its peers: Sites using Doctolib 58% (16% A or B, 6120 sites); This site 44.2%. See what an AI agent reads on this site: https://directindex.org/r/kunz-kfo.de/agent-view ## Businesses like Frau Dr. Beate Kunz in Munich dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Munich dentists, clinics and vets | 4334 | 46% | 10% | 44.2% | | Sites using Doctolib in Munich dentists, clinics and vets | 912 | 59% | 17% | 44.2% | The best of the sites using Doctolib in Munich dentists, clinics and vets: Christian Bärenklau (A 90.8%, https://directindex.org/r/praxis-baerenklau.de); Dr. Christian Reder (A 87.7%, https://directindex.org/r/kieferorthopaede-bayern.de); Auerswald Ganzheitliche Physiotherapie (B 84.6%, https://directindex.org/r/auerswald-physiotherapie.de); Body & Motion - Physiotherapie München (B 84.6%, https://directindex.org/r/thebodymotion.com); Butt Zubair (B 84.6%, https://directindex.org/r/osteopathie-butt-muenchen.de). With the three fixes above (No structured data for the business; No list of services and prices found; The server turns AI crawlers away at the door), the score would be about 83.1%. That would be 45th of 4,334 in Munich dentists, clinics and vets, up from 2172nd. ## The direct record What agents get for Frau Dr. Beate Kunz, as JSON: https://directindex.org/api/direct/kunz-kfo.de - Book: https://www.doctolib.de/kieferorthopaede/munchen/beate-kunz (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: 49893118077 - Stable links that count: https://directindex.org/go/kunz-kfo.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 | 18.7 | 25 | | Readable | 0 | 25 | | Actionable | 10 | 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/kunz-kfo.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 Keep watching this business (https://directindex.org/r/kunz-kfo.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/kunz-kfo.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=kunz-kfo.de&force=1