# Lutèce: Agent-Direct Score D (46.2%) Site: https://www.lutecefrance.com/ Report: https://directindex.org/r/lutecefrance.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.) Lutèce is hard for agents to use. Some AI assistants are turned away by Lutèce's website. It can't find a menu or price list, so it answers from other sites. To book or order, it is sent to Planity, a marketplace. ## Direct links - Phone: +33 3 20 09 97 59 - Hours, from OpenStreetMap · Overture Maps: Mon–Tue 10:00–19:00; Wed 10:00–18:00; Thu–Sat 10:00–19:00; Sun closed - Open on Saturday - Languages: English, French ## Nearby, also direct Places near Lutèce that take a booking or an order on their own website, with no marketplace in between. - Dreadlocks center (200 m): https://directindex.org/r/dreadlockscenter.com - The Body Studio (280 m): https://directindex.org/r/thebodystudio.fr - Hello Laser Lille (430 m): https://directindex.org/r/hellolaser.fr - Centre Laser Médical - Clinique Gantois (430 m): https://directindex.org/r/centrelasermedical.fr - Centre laser CtrlZ (430 m): https://directindex.org/r/ctrlz.com ## What to fix first - **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 - **The server turns AI crawlers away at the door.** (+10 points) Requests as GPTBot (cloudflare_challenge), ClaudeBot (cloudflare_challenge), PerplexityBot (cloudflare_challenge) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **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 - **Structured data is incomplete.** (+3 points) Missing: 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 ## 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. ``` # Lutèce > beauty salon in Lille hairdressers and beauty salons. Phone +33 3 20 09 97 59. ## Opening hours Mo-Tu,Th-Sa 10:00-19:00; We 10:00-18:00 ## About - Website: https://www.lutecefrance.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. - **Structured data found (LocalBusiness).** address, phone ## Where it stands 85 of 147 in Lille hairdressers and beauty salons. Top 58% 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 | 67% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 100% | no | | Structured data with address, phone and hours | 27% | no | | Have an llms.txt | 33% | no | Nearest places in the index: Dreadlocks center (C, 195 m, https://directindex.org/r/dreadlockscenter.com); Spa by l'Hermitage Gantois (D, 201 m, https://directindex.org/r/hotelhermitagegantois.com); Institut Céleste Beauté&Bien-être Lille (F, 226 m, https://directindex.org/r/celeste-lille.fr); The Body Studio (C, 284 m, https://directindex.org/r/thebodystudio.fr); suite & spa (B, 320 m, https://directindex.org/r/suiteandspa-lille.fr); Nail's Institut (F, 356 m, https://directindex.org/r/nailsinstituts.fr); Le Reflet du Soleil (D, 368 m, https://directindex.org/r/lerefletdusoleil.fr); Hello Laser Lille (A, 430 m, https://directindex.org/r/hellolaser.fr); Centre Laser Médical - Clinique Gantois (D, 432 m, https://directindex.org/r/centrelasermedical.fr); Centre laser CtrlZ (C, 433 m, https://directindex.org/r/ctrlz.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 Wix 52% (28% A or B, 48660 sites); Sites using Planity 49% (5% A or B, 615 sites); This site 46.2%. See what an AI agent reads on this site: https://directindex.org/r/lutecefrance.com/agent-view ## Businesses like Lutèce in Lille hairdressers and beauty salons | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Lille hairdressers and beauty salons | 147 | 50% | 22% | 46.2% | | Sites built with Wix in Lille hairdressers and beauty salons | 8 | 62% | 38% | 46.2% | | Sites using Planity in Lille hairdressers and beauty salons | 10 | 47% | 0% | 46.2% | | Sites built with Wix and using Planity in Lille hairdressers and beauty salons | 1 | 46% | 0% | 46.2% | The best of the sites using Planity in Lille hairdressers and beauty salons: Louise V. (C 67.7%, https://directindex.org/r/louise-v.com); Bons Plans Coiffure (D 46.3%, https://directindex.org/r/bonsplans-coiffure.com); Bar à Ongle OPI (D 45.1%, https://directindex.org/r/bar-a-ongles-lille.com); Hemera (D 45.1%, https://directindex.org/r/hemera-beaute.fr); Beau 52 Belle (D 44.6%, https://directindex.org/r/beau-belle.fr). With the three fixes above (Appointments only through planity; The server turns AI crawlers away at the door; No price list of services found), the score would be about 90.8%. That would be 2nd of 147 in Lille hairdressers and beauty salons, up from 85th. ## The direct record What agents get for Lutèce, as JSON: https://directindex.org/api/direct/lutecefrance.com - Book: none on record - Order: none on record - Menu: none on record - Hours: Mo-Tu,Th-Sa 10:00-19:00; We 10:00-18:00 (closed now) (from OpenStreetMap) - Phone: +33 3 20 09 97 59 ## 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 | 15 | 25 | | Readable | 12 | 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/lutecefrance.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: yes Keep watching this business (https://directindex.org/r/lutecefrance.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/lutecefrance.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=lutecefrance.com&force=1