# Friederike Lorenzen: Agent-Direct Score D (53.8%) Site: http://www.osteopathische-heilpraxis.de Report: https://directindex.org/r/osteopathische-heilpraxis.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.) Friederike Lorenzen is hard for agents to use. An AI assistant can open Friederike Lorenzen'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 on the site. ## Direct links - Book directly: http://www.osteopathische-heilpraxis.de/kontakt.html (on the business's own site) - Phone: 089 35652159 - Address: Hohenzollernstraße 47, 80801, München ## Nearby, also direct Places near Friederike Lorenzen that take a booking or an order on their own website, with no marketplace in between. - pony club hairdressers (60 m): https://directindex.org/r/derponyclub.de - Lisl By Luisa Heinemann (70 m): https://directindex.org/r/lislh.de - beautery Munich (110 m): https://directindex.org/r/beautery-munich.com - Fancy Aesthetics (110 m): https://directindex.org/r/fancy-aesthetics.de - Glam Nails (120 m): https://directindex.org/r/glambeautynails.de ## What to fix first - **No structured data for the business.** (+15 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 working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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 ## 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. ``` # Friederike Lorenzen > local business in Hohenzollernstraße 47, 80801, München, Munich hairdressers and beauty salons. Phone 089 35652159. ## Book or order directly - Book: http://www.osteopathische-heilpraxis.de/kontakt.html (on the business's own site) ## About - Website: http://www.osteopathische-heilpraxis.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. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Appointments on your own site.** Agents can book an appointment without going through a marketplace. ## Where it stands 676 of 1950 in Munich hairdressers and beauty salons. Top 35% 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 | 93% | yes | | Publish the menu or price list as HTML | 17% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes | | Structured data with address, phone and hours | 13% | no | | Have an llms.txt | 38% | no | Nearest places in the index: Malai Thaimassage & Spa (F, 49 m, https://directindex.org/r/malaithaimassage.de); pony club hairdressers (B, 58 m, https://directindex.org/r/derponyclub.de); Zweithaarstudio Inh. Ingo Maier (F, 69 m, https://directindex.org/r/zweithaar-muenchen.de); Lisl By Luisa Heinemann (C, 72 m, https://directindex.org/r/lislh.de); Joozi (F, 72 m, https://directindex.org/r/joozi.de); True Care (C, 93 m, https://directindex.org/r/truecare.store); Head To Toe Beauty Salon E.k. (F, 101 m, https://directindex.org/r/headtotoe.de); beautery Munich (B, 109 m, https://directindex.org/r/beautery-munich.com); Fancy Aesthetics (B, 112 m, https://directindex.org/r/fancy-aesthetics.de); Glam Nails (D, 118 m, https://directindex.org/r/glambeautynails.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 hairdressers and beauty salons and named 50 places. Friederike Lorenzen wasn't one of them. See who was named: https://directindex.org/city/munich-salons/recommended See what an AI agent reads on this site: https://directindex.org/r/osteopathische-heilpraxis.de/agent-view ## Businesses like Friederike Lorenzen in Munich hairdressers and beauty salons | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Munich hairdressers and beauty salons | 1950 | 44% | 12% | 53.8% | The best of the businesses of the same kind in Munich hairdressers and beauty salons: Aesthetic Skin München (A 95.4%, https://directindex.org/r/aestheticskin.de); Cherritha - Thai Massage & Spa (A 95.4%, https://directindex.org/r/cherritha-thai-massage.de); Schabbach und Weber (A 95.4%, https://directindex.org/r/schabbach-weber.de); Samira Weiß - Mobile Wellnessmassage (A 89.2%, https://directindex.org/r/relax-heal.de); C1 Kosmetik München Gärtnerplatz - BABOR Kosmetikstudio (A 86.2%, https://directindex.org/r/c1-kosmetik.de). With the three fixes above (No structured data for the business; No price list of services found; No working HTTPS), the score would be about 92.3%. That would be 4th of 1,950 in Munich hairdressers and beauty salons, up from 676th. ## The direct record What agents get for Friederike Lorenzen, as JSON: https://directindex.org/api/direct/osteopathische-heilpraxis.de - Book: http://www.osteopathische-heilpraxis.de/kontakt.html (own site; found by the scan of 2026-10-20, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: 089 35652159 - Stable links that count: https://directindex.org/go/osteopathische-heilpraxis.de/book - Agents and people followed 1 direct link to this business this month (1 by AI agents). ## 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 Found one hop past the home page: booking page /kontakt.html: booking via doctolib, booking via docplanner. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 20 | 25 | | Readable | 0 | 25 | | Actionable | 15 | 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/osteopathische-heilpraxis.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/osteopathische-heilpraxis.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/osteopathische-heilpraxis.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=osteopathische-heilpraxis.de&force=1