# Prof. Dr. Med. Andreas Leunig: Agent-Direct Score C (66.2%) Site: http://www.dr-leunig.de/ Report: https://directindex.org/r/dr-leunig.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.) Prof. Dr. Med. Andreas Leunig is partly visible to agents. An AI assistant can open Prof. Dr. Med. Andreas Leunig'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 samedi. ## Direct links - Book directly: https://termin.samedi.de/b/prof-dr-med-andreas-leunig/1/prof-dr-med-leunig-andreas?ref=papp-my-doctors (through samedi acting for the business) - Phone: 498992774550 - Address: Platzl 3, 80331, Munich ## Nearby, also direct Places near Prof. Dr. Med. Andreas Leunig that take a booking or an order on their own website, with no marketplace in between. - Privatpraxis Für Psychiatrie & Psychotherapie | Sibylle Hornung-knobel (10 m): https://directindex.org/r/privatpraxis-shk.de - Zahnarztpraxis Teodorovic Ana (30 m): https://directindex.org/r/kinderzahnarzt-muenchen-rotenhan.de - Dr. Dominik Von Lukowicz Und Kollegen - Ästhetik In München (30 m): https://directindex.org/r/ae-muc.de - Signature Aesthetics (50 m): https://directindex.org/r/thomasscholz.com ## What to fix first - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. 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 - **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. ``` # Prof. Dr. Med. Andreas Leunig > organization in Platzl 3, 80331, Munich, Munich dentists, clinics and vets. Phone 498992774550. ## Book or order directly - Book: https://termin.samedi.de/b/prof-dr-med-andreas-leunig/1/prof-dr-med-leunig-andreas?ref=papp-my-doctors (through samedi acting for the business) ## About - Website: http://www.dr-leunig.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. - **Structured data found (Organization).** no address, phone or hours in it - **Appointments through samedi on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 586 of 4334 in Munich dentists, clinics and vets. Top 14% 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% | yes | | Structured data with address, phone and hours | 18% | no | | Have an llms.txt | 24% | no | Nearest places in the index: Privatpraxis Für Psychiatrie & Psychotherapie | Sibylle Hornung-knobel (C, 8 m, https://directindex.org/r/privatpraxis-shk.de); Zahnarztpraxis Teodorovic Ana (C, 27 m, https://directindex.org/r/kinderzahnarzt-muenchen-rotenhan.de); Hno Praxis Am Platzl Dr. Med. Claudia Sprintz (F, 29 m, https://directindex.org/r/hno-am-platzl.de); Dr. Dominik Von Lukowicz Und Kollegen - Ästhetik In München (C, 29 m, https://directindex.org/r/ae-muc.de); Orthopädie Am Platzl Joachim Thiel (F, 35 m, https://directindex.org/r/orthopaede-thiel.de); Tatjana Rainalter Naturheilkunde Praxis (F, 35 m, https://directindex.org/r/tr-praxis.com); Lindauer Psychotherapiewochen (D, 40 m, https://directindex.org/r/lptw.de); Signature Aesthetics (B, 46 m, https://directindex.org/r/thomasscholz.com); Netdent Gmbh (F, 59 m, https://directindex.org/r/netdentpersonal.de); Reflect Medical Aesthetics (D, 79 m, https://directindex.org/r/reflect-med.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 Webflow 56% (22% A or B, 9011 sites); Sites using samedi 59% (18% A or B, 120 sites); This site 66.2%. See what an AI agent reads on this site: https://directindex.org/r/dr-leunig.de/agent-view ## Businesses like Prof. Dr. Med. Andreas Leunig 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% | 66.2% | | Sites built with Webflow in Munich dentists, clinics and vets | 77 | 55% | 13% | 66.2% | | Sites using samedi in Munich dentists, clinics and vets | 28 | 61% | 21% | 66.2% | | Sites built with Webflow and using samedi in Munich dentists, clinics and vets | 3 | 64% | 0% | 66.2% | The best of the sites using samedi in Munich dentists, clinics and vets: Praxis Für Diagnostik Und Prävention Dr. Gregor Blome (B 84.6%, https://directindex.org/r/drmedblome.com); Narkosepraxis München (napram) (B 76.9%, https://directindex.org/r/narkosepraxismuenchen.de); Dermatologie am Friedensengel (B 75.4%, https://directindex.org/r/dermatologie-am-friedensengel.de); Niedermeier, Andrea Dr. Med. Fachärztin Für Dermatologie (B 75.4%, https://directindex.org/r/hautarzt-niedermeier.de); Zahnarztpraxis Reiniger-Pallotta & Georgiadis-Mettas (B 75.4%, https://directindex.org/r/zahnarztpraxis-muenchen-schwabing.de). With the two fixes above (Structured data is incomplete; No list of services and prices found), the score would be about 87.7%. That would be 2nd of 4,334 in Munich dentists, clinics and vets, up from 586th. ## The direct record What agents get for Prof. Dr. Med. Andreas Leunig, as JSON: https://directindex.org/api/direct/dr-leunig.de - Book: https://termin.samedi.de/b/prof-dr-med-andreas-leunig/1/prof-dr-med-leunig-andreas?ref=papp-my-doctors (vendor on own site: samedi; found by the scan of 2026-10-20, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: 498992774550 - Stable links that count: https://directindex.org/go/dr-leunig.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, samedi: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 8 | 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/dr-leunig.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/dr-leunig.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/dr-leunig.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=dr-leunig.de&force=1