# Ma Beauté Concept formation: Agent-Direct Score C (61.5%) Site: http://www.mbc-formation.fr/ Report: https://directindex.org/r/mbc-formation.fr 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.) Ma Beauté Concept formation is partly visible to agents. An AI assistant can open Ma Beauté Concept formation's website. It can read what Ma Beauté Concept formation offers. It can't find a link to book or order online. ## Direct links - Menu: https://mbc-formation.fr/#mobile-menu-toggle - Phone: +33667985473 - Address: 151 Route de Grenoble, 69800, Saint-Priest ## Nearby, also direct Places near Ma Beauté Concept formation that take a booking or an order on their own website, with no marketplace in between. - GC Coiffure (1.1 km): https://directindex.org/r/coiffeur-st-priest.fr - Esthética'Dom (2.6 km): https://directindex.org/r/estheticadom.fr - Myl' Coiffure (2.9 km): https://directindex.org/r/mylcoiffure.com - Crit'Hair de Beauté (3.8 km): https://directindex.org/r/crithairdebeaute.fr ## What to fix first - **No online booking link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add an online appointment page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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 Lyon, 7.6% 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. ``` # Ma Beauté Concept formation > organization in 151 Route de Grenoble, 69800, Saint-Priest, Lyon hairdressers and beauty salons. Phone +33667985473. ## Book or order directly - Menu: https://mbc-formation.fr/#mobile-menu-toggle ## About - Website: http://www.mbc-formation.fr/ - 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 - **Price list of services is an HTML page.** Agents can read the items and prices. ## Where it stands 186 of 597 in Lyon hairdressers and beauty salons. Top 31% 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 | 87% | no | | Publish the menu or price list as HTML | 65% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes | | Structured data with address, phone and hours | 15% | no | | Have an llms.txt | 35% | no | Nearest places in the index: GC Coiffure (D, 1135 m, https://directindex.org/r/coiffeur-st-priest.fr); Miyoshi Europe (F, 1276 m, https://directindex.org/r/miyoshikaseigroup.com); Institut Beauté Eau Natur Elle (C, 1781 m, https://directindex.org/r/institut-eaunaturelle.fr); Esthética'Dom (B, 2644 m, https://directindex.org/r/estheticadom.fr); Creastyl by Nina (F, 2835 m, https://directindex.org/r/creastylbynina.fr); Myl' Coiffure (C, 2860 m, https://directindex.org/r/mylcoiffure.com); Institut Caprices de femme (D, 2945 m, https://directindex.org/r/caprices-de-femme.fr); Fleur De l'Essence (F, 3084 m, https://directindex.org/r/shiatsu-stpriest.fr); Coiffure Aline (F, 3394 m, https://directindex.org/r/wixsite.com); Crit'Hair de Beauté (C, 3768 m, https://directindex.org/r/crithairdebeaute.fr). ## 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 Lyon hairdressers and beauty salons and named 62 places. Ma Beauté Concept formation wasn't one of them. See who was named: https://directindex.org/city/lyon-salons/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 61.5%. See what an AI agent reads on this site: https://directindex.org/r/mbc-formation.fr/agent-view ## Businesses like Ma Beauté Concept formation in Lyon hairdressers and beauty salons | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Lyon hairdressers and beauty salons | 597 | 50% | 18% | 61.5% | | Sites built with WordPress in Lyon hairdressers and beauty salons | 240 | 58% | 24% | 61.5% | The best of the sites built with WordPress in Lyon hairdressers and beauty salons: Spa Au bout du Monde (A 96.3%, https://directindex.org/r/auboutdumonde.eu); 𝑩𝑶𝑺𝑺 𝑨𝑵𝑯 𝑸𝑼𝑨̂𝑵 (A 95.4%, https://directindex.org/r/parcelledebienetre.fr); Shiatsu Lyon La Main Source (A 92.3%, https://directindex.org/r/lamainsource.com); Le Singulier Universel (A 90.8%, https://directindex.org/r/lesingulieruniversel.fr); L'Atelier Vintage (A 89.2%, https://directindex.org/r/lateliervintage.fr). With the two fixes above (No online booking link on the website; Structured data is incomplete), the score would be about 95.4%. That would be 2nd of 597 in Lyon hairdressers and beauty salons, up from 186th. ## The direct record What agents get for Ma Beauté Concept formation, as JSON: https://directindex.org/api/direct/mbc-formation.fr - Book: none on record - Order: none on record - Menu: https://mbc-formation.fr/#mobile-menu-toggle (html_page; from the scan) - Hours: none on record - Phone: +33667985473 - Stable links that count: https://directindex.org/go/mbc-formation.fr/menu ## 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 | 15 | 25 | | Actionable | 0 | 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/mbc-formation.fr - 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/mbc-formation.fr/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/mbc-formation.fr/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=mbc-formation.fr&force=1