# Institut Bob Jeffy: Agent-Direct Score D (50.8%) Site: https://www.institut-bobjeffy.com/ Report: https://directindex.org/r/institut-bobjeffy.com Scanned: 2026-10-16 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Institut Bob Jeffy is hard for agents to use. An AI assistant can open Institut Bob Jeffy's website. It can read what Institut Bob Jeffy offers. To book or order, it is sent to Planity, a marketplace. ## Direct links - Menu: https://institut-bobjeffy.com/#mobile-menu-toggle - Hours, from OpenStreetMap · Overture Maps: Mon closed; Tue–Sat 09:30–19:00; Sun closed - Open on Saturday ## Nearby, also direct Places near Institut Bob Jeffy that take a booking or an order on their own website, with no marketplace in between. - Centre de Médecine Esthétique Alfa Médical Center (80 m): https://directindex.org/r/alfa-laser.com - Graine de Pastel (90 m): https://directindex.org/r/grainedepastel.com - Jean Jacques Coiffures (130 m): https://directindex.org/r/jimdofree.com - Le Boudoir du Regard (150 m): https://directindex.org/r/boudoirduregard.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 - **Appointments only through planity.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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 ## 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. ## 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 Bob Jeffy > hair salon in Toulouse hairdressers and beauty salons. ## Book or order directly - Menu: https://institut-bobjeffy.com/#mobile-menu-toggle ## Opening hours Tu-Sa 09:30-19:00 ## About - Website: https://www.institut-bobjeffy.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. - **Price list of services is an HTML page.** Agents can read the items and prices. ## Where it stands 140 of 256 in Toulouse hairdressers and beauty salons. Top 55% 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 | 100% | no | | Publish the menu or price list as HTML | 65% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes | | Structured data with address, phone and hours | 15% | no | | Have an llms.txt | 35% | no | Nearest places in the index: Maison Louis XX (D, 57 m, https://directindex.org/r/louisxx-coiffure.com); Institut Mahler (F, 76 m, https://directindex.org/r/simonemahler.com); Centre de Médecine Esthétique Alfa Médical Center (B, 84 m, https://directindex.org/r/alfa-laser.com); Graine de Pastel (F, 88 m, https://directindex.org/r/grainedepastel.com); Sabi Orient Epil (F, 88 m, https://directindex.org/r/unblog.fr); La Villa Soriano (F, 91 m, https://directindex.org/r/lavillasoriano.fr); Jacques Galès (C, 121 m, https://directindex.org/r/jacquesgales.com); Jean Jacques Coiffures (C, 131 m, https://directindex.org/r/jimdofree.com); Le Boudoir du Regard (B, 150 m, https://directindex.org/r/boudoirduregard.com); Sas Béatrice Agnoletto (D, 151 m, https://directindex.org/r/coiffure-domicile-toulouse.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 WordPress 57% (28% A or B, 145483 sites); Sites using Planity 48% (3% A or B, 553 sites); This site 50.8%. See what an AI agent reads on this site: https://directindex.org/r/institut-bobjeffy.com/agent-view ## Businesses like Institut Bob Jeffy in Toulouse hairdressers and beauty salons | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Toulouse hairdressers and beauty salons | 256 | 51% | 27% | 50.8% | | Sites built with WordPress in Toulouse hairdressers and beauty salons | 98 | 61% | 41% | 50.8% | | Sites using Planity in Toulouse hairdressers and beauty salons | 28 | 51% | 4% | 50.8% | | Sites built with WordPress and using Planity in Toulouse hairdressers and beauty salons | 16 | 52% | 0% | 50.8% | The best of the sites built with WordPress and using Planity in Toulouse hairdressers and beauty salons: Le short cut (C 66.2%, https://directindex.org/r/le-short-cut.com); Louise Nail & Spa (C 66.2%, https://directindex.org/r/louise-nails.fr); Ô'Labo (C 63.1%, https://directindex.org/r/olabo-coiffure.fr); Body Sun Clinic (C 56.9%, https://directindex.org/r/bodysunclinic.com); Eaven Beauty (C 56.9%, https://directindex.org/r/eaven-beauty-body.fr). With the three fixes above (No structured data for the business; Appointments only through planity; Almost no text without JavaScript), the score would be about 95.4%, which would be first of 256 in Toulouse hairdressers and beauty salons. ## The direct record What agents get for Institut Bob Jeffy, as JSON: https://directindex.org/api/direct/institut-bobjeffy.com - Book: none on record - Order: none on record - Menu: https://institut-bobjeffy.com/#mobile-menu-toggle (html_page; from the scan) - Hours: Tu-Sa 09:30-19:00 (closed now) (from OpenStreetMap) - Phone: none on record - Stable links that count: https://directindex.org/go/institut-bobjeffy.com/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 - Vendor terms for agents, Planity: Not stated. Terms could not be read on 2026-10-15. Read 2026-10-15: https://www.planity.com/cgu ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 23 | 25 | | Readable | 7 | 25 | | Actionable | 3 | 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/institut-bobjeffy.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/institut-bobjeffy.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/institut-bobjeffy.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=institut-bobjeffy.com&force=1