# Atelier 731: Agent-Direct Score C (55.4%) Site: https://www.atelierbeaute731.ca/ Report: https://directindex.org/r/atelierbeaute731.ca 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.) Atelier 731 is partly visible to agents. An AI assistant can open Atelier 731'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, through Square. ## Direct links - Order directly: https://atelierbeaute731.square.site/ (through square acting for the business) - Phone: +15143121774 ## What to fix first - **No structured data for the business.** (+14 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 - **The phone number on the site doesn't match the open map data.** The site shows 123-456-7890, but OpenStreetMap or Overture Maps lists +15143121774. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org. ## 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. ``` # Atelier 731 > local business in 731 Rue William, H3C 0M2, Montréal, Montreal hairdressers and beauty salons. Phone +15143121774. ## Book or order directly - Order: https://atelierbeaute731.square.site/ (through square acting for the business) ## About - Website: https://www.atelierbeaute731.ca/ - 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. - **Ordering through square on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 472 of 1089 in Montreal hairdressers and beauty salons. Top 43% 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 | 98% | yes | | Publish the menu or price list as HTML | 28% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes | | Structured data with address, phone and hours | 23% | no | | Have an llms.txt | 53% | no | Nearest places in the index: Centre Michelle MD (F, 0 m, https://directindex.org/r/centremichellemd.com); Tx Sport Massage and Multi-Therapies (B, 74 m, https://directindex.org/r/txtherapies.com); Framed Hair Extensions (B, 121 m, https://directindex.org/r/framedhair.ca); Eric Wellman / Coiffeur et Maquilleur (D, 210 m, https://directindex.org/r/privepardaviddamours.com); Beauté Pure (C, 240 m, https://directindex.org/r/beautepure.com); Suite 105 par Glam (C, 253 m, https://directindex.org/r/suite105parglam.com); Clinique DGB Montréal - Dre Geneviève Blackburn - Médico-esthétique (B, 256 m, https://directindex.org/r/drgblackburn.com); Foxy Box Medispa Griffintown (C, 259 m, https://directindex.org/r/foxyboxwaxbar.com); Ongles LyLy Studio Nails & Spa Old Port Montreal (C, 263 m, https://directindex.org/r/lylystudio.com); L'Atelier (A, 298 m, https://directindex.org/r/lateliercoiffureesthetique.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 58% (30% A or B, 68857 sites); Sites using Square 65% (41% A or B, 1644 sites); This site 55.4%. See what an AI agent reads on this site: https://directindex.org/r/atelierbeaute731.ca/agent-view ## Businesses like Atelier 731 in Montreal hairdressers and beauty salons | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Montreal hairdressers and beauty salons | 1089 | 50% | 22% | 55.4% | | Sites built with WordPress in Montreal hairdressers and beauty salons | 338 | 57% | 26% | 55.4% | | Sites using Square in Montreal hairdressers and beauty salons | 61 | 65% | 46% | 55.4% | | Sites built with WordPress and using Square in Montreal hairdressers and beauty salons | 23 | 66% | 43% | 55.4% | The best of the sites built with WordPress and using Square in Montreal hairdressers and beauty salons: Bodhi Thai Massage (B 80%, https://directindex.org/r/bodhithaimassage.com); Institut V Esthétique - Épilation laser, soins de visage Mercier-Hochelaga-Maisonneuve (B 78.5%, https://directindex.org/r/institutvesthetique.ca); Rico Clinic (B 76.9%, https://directindex.org/r/ricoclinic.com); Jack of Fades (B 73.8%, https://directindex.org/r/jackoffades.com); Mulan Beauty Spa (B 73.8%, https://directindex.org/r/mulanbeautyspa.ca). With the two fixes above (No structured data for the business; No price list of services found), the score would be about 87.7%. That would be 15th of 1,089 in Montreal hairdressers and beauty salons, up from 472nd. ## The direct record What agents get for Atelier 731, as JSON: https://directindex.org/api/direct/atelierbeaute731.ca - Book: none on record - Order: https://atelierbeaute731.square.site/ (vendor on own site: Square; found by the scan of 2026-10-19, not yet tested) - Menu: none on record - Hours: none on record - Phone: +15143121774 - Stable links that count: https://directindex.org/go/atelierbeaute731.ca/order ## 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): yes - Vendor terms for agents, Square: Yes. Square takes orders placed in ChatGPT and Claude for US food sellers since 1 July 2026 with no seller setup; its Buyer Account Terms still bar robots and scrapers from accessing Block systems. Read 2026-10-15: https://squareup.com/us/en/press/claude-chatgpt-integrations ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 1 | 25 | | Actionable | 10 | 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/atelierbeaute731.ca - 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/atelierbeaute731.ca/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/atelierbeaute731.ca/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=atelierbeaute731.ca&force=1