# Institut G.M.: Agent-Direct Score C (61.5%) Site: http://www.institutgm.com Report: https://directindex.org/r/institutgm.com 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.) Institut G.M. is partly visible to agents. An AI assistant can open Institut G.M.'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://www.institutgm.com/reservations (on the business's own site) - Phone: 01 42 77 34 33 - Address: 66 rue de Vertbois, 75003, Paris ## Nearby, also direct Places near Institut G.M. that take a booking or an order on their own website, with no marketplace in between. - Shades (50 m): https://directindex.org/r/shades.paris - L.Atypique (80 m): https://directindex.org/r/latypiqueparis.com - G&H Nails (90 m): https://directindex.org/r/ghparis.com - Bastien Esteban Masseur Energéticien (140 m): https://directindex.org/r/bastienesteban.fr - Our Black and White Saloon (190 m): https://directindex.org/r/blackandwhitesaloon.com ## 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 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 Paris, 19% 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. ``` # Institut G.M. > local business in 66 rue de Vertbois, 75003, Paris, Paris hairdressers and beauty salons. Phone 01 42 77 34 33. ## Book or order directly - Book: https://www.institutgm.com/reservations (on the business's own site) ## About - Website: http://www.institutgm.com - 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. - **Appointments on your own site.** Agents can book an appointment without going through a marketplace. ## Where it stands 604 of 1511 in Paris hairdressers and beauty salons. Top 40% 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 | 99% | yes | | Publish the menu or price list as HTML | 76% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes | | Structured data with address, phone and hours | 17% | no | | Have an llms.txt | 59% | no | Nearest places in the index: Blackwood Beauty (D, 36 m, https://directindex.org/r/blackwoodbeauty.com); Shades (B, 46 m, https://directindex.org/r/shades.paris); L.Atypique (B, 84 m, https://directindex.org/r/latypiqueparis.com); BABE Paris (D, 89 m, https://directindex.org/r/babe.paris); G&H Nails (D, 91 m, https://directindex.org/r/ghparis.com); Mixstyle (D, 95 m, https://directindex.org/r/mixstyle.fr); Bastien Esteban Masseur Energéticien (B, 136 m, https://directindex.org/r/bastienesteban.fr); Our Black and White Saloon (B, 188 m, https://directindex.org/r/blackandwhitesaloon.com); Coiffure Mixte (F, 196 m, https://directindex.org/r/laurentcoiffure.fr); Dream Virgin Hair (B, 230 m, https://directindex.org/r/dreamvirginhair.com). ## 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 Squarespace 63% (46% A or B, 18903 sites); This site 61.5%. See what an AI agent reads on this site: https://directindex.org/r/institutgm.com/agent-view ## Businesses like Institut G.M. in Paris hairdressers and beauty salons | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Paris hairdressers and beauty salons | 1511 | 53% | 27% | 61.5% | | Sites built with Squarespace in Paris hairdressers and beauty salons | 38 | 66% | 42% | 61.5% | The best of the sites built with Squarespace in Paris hairdressers and beauty salons: Nyude Paris Mediskin Care Hydrafacial (A 93.8%, https://directindex.org/r/nyude.paris); Bene Tibi (A 92.3%, https://directindex.org/r/bene-tibi.com); iBe International Beauty Expert (A 92.3%, https://directindex.org/r/ibe.paris); Secret Lash Paris (A 89.2%, https://directindex.org/r/secretlashparis.com); Yu-Bi (B 84.6%, https://directindex.org/r/yu-bi.fr). With the two fixes above (No structured data for the business; No price list of services found), the score would be about 95.4%. That would be 2nd of 1,511 in Paris hairdressers and beauty salons, up from 604th. ## The direct record What agents get for Institut G.M., as JSON: https://directindex.org/api/direct/institutgm.com - Book: https://www.institutgm.com/reservations (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: 01 42 77 34 33 - Stable links that count: https://directindex.org/go/institutgm.com/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 Found one hop past the home page: contact page /reservations: booking via planity. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 0 | 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/institutgm.com - 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: no Keep watching this business (https://directindex.org/r/institutgm.com/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/institutgm.com/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=institutgm.com&force=1