# Fachinstitut für Kosmetik Sabrina Dreger: Agent-Direct Score B (73.8%) Site: https://www.kosmetik-dreger.de/ Report: https://directindex.org/r/kosmetik-dreger.de Scanned: 2026-10-19 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Fachinstitut für Kosmetik Sabrina Dreger is mostly ready for agents. An AI assistant can open Fachinstitut für Kosmetik Sabrina Dreger'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: https://kosmetik-dreger.de/last-minute-termine/ (on the business's own site) - Phone: 04214841480 - Address: Jeddinger Str. 11, 28307, Bremen ## Nearby, also direct Places near Fachinstitut für Kosmetik Sabrina Dreger that take a booking or an order on their own website, with no marketplace in between. - Solana Bremen (340 m): https://directindex.org/r/salzgrotte-bremen.net - Dzierzon GmbH & Co (1 km): https://directindex.org/r/dzierzon.de - Styleboxx (1.6 km): https://directindex.org/r/styleboxx-klier.de ## What to fix first - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. 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 ## 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 Bremen, 4.7% 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. ``` # Fachinstitut für Kosmetik Sabrina Dreger > organization in Jeddinger Str. 11, 28307, Bremen, Bremen hairdressers and beauty salons. Phone 04214841480. ## Book or order directly - Book: https://kosmetik-dreger.de/last-minute-termine/ (on the business's own site) ## About - Website: https://www.kosmetik-dreger.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 on your own site.** Agents can book an appointment without going through a marketplace. ## Where it stands 30 of 527 in Bremen hairdressers and beauty salons. Top 6% 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 | 85% | yes | | Publish the menu or price list as HTML | 25% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 78% | yes | | Structured data with address, phone and hours | 15% | no | | Have an llms.txt | 15% | no | Nearest places in the index: Kosmetikzentrum Mahndorf (F, 178 m, https://directindex.org/r/kosmetik-mahndorf.de); Wimpern Couture (wimpernverlängerung Akademie) Bremen (F, 222 m, https://directindex.org/r/wimpern-couture.com); Solana Bremen (C, 341 m, https://directindex.org/r/salzgrotte-bremen.net); Dzierzon GmbH & Co (C, 1014 m, https://directindex.org/r/dzierzon.de); Styleboxx (C, 1563 m, https://directindex.org/r/styleboxx-klier.de); Namfon - Thaimassage (F, 1691 m, https://directindex.org/r/namfon-thaimassage.de); Olga Schmidt (D, 1802 m, https://directindex.org/r/kosmetiksalon-schmidt.de); Friseurteam "lena´s Haarmonie" (C, 1807 m, https://directindex.org/r/lenas-haarmonie.de); Freiraum By Michaela (F, 1820 m, https://directindex.org/r/michaela-kosmetik.de); Miss Si Beauty Studio (F, 2072 m, https://directindex.org/r/miss-si.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); This site 73.8%. See what an AI agent reads on this site: https://directindex.org/r/kosmetik-dreger.de/agent-view ## Businesses like Fachinstitut für Kosmetik Sabrina Dreger in Bremen hairdressers and beauty salons | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Bremen hairdressers and beauty salons | 527 | 42% | 7% | 73.8% | | Sites built with WordPress in Bremen hairdressers and beauty salons | 174 | 51% | 16% | 73.8% | The best of the sites built with WordPress in Bremen hairdressers and beauty salons: Umzüge Mansholt GmbH & Co. KG / Bremen (A 95.4%, https://directindex.org/r/umzug-mansholt.de); Marlen Kosmetikinstitut (A 87.5%, https://directindex.org/r/wellness-studio-marlen.de); Badehaus Bremen (A 86.2%, https://directindex.org/r/badehaus-bremen.de); Pinuu Naturkosmetik (A 86.2%, https://directindex.org/r/pinuu-naturkosmetik.de); Beautylounge-bremen by BACOS (B 84.6%, https://directindex.org/r/beautylounge-bremen.de). With the two fixes above (Structured data is incomplete; No price list of services found), the score would be about 95.4%, which would be first of 527 in Bremen hairdressers and beauty salons. ## The direct record What agents get for Fachinstitut für Kosmetik Sabrina Dreger, as JSON: https://directindex.org/api/direct/kosmetik-dreger.de - Book: https://kosmetik-dreger.de/last-minute-termine/ (own site; found by the scan of 2026-10-19, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: 04214841480 - Stable links that count: https://directindex.org/go/kosmetik-dreger.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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 8 | 25 | | Actionable | 15 | 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/kosmetik-dreger.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/kosmetik-dreger.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/kosmetik-dreger.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=kosmetik-dreger.de&force=1