# Le Petit Hôtel - Notre Dame: Agent-Direct Score D (47.7%) Site: https://le-petit-hotel.com Report: https://directindex.org/r/le-petit-hotel.com Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Le Petit Hôtel - Notre Dame is hard for agents to use. ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Le Petit Hôtel - Notre Dame > cafe or coffee shop in Rue Notre-Dame Ouest 39 H2Y 1S5 Montréal, Montreal cafes and bars. ## About - Website: https://le-petit-hotel.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 key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. ## Where it stands 126 of 252 in Montreal cafes and bars. Top 50% of the sites scanned in this index. | What the top tenth of the index does | Top 10% | This site | |---|---|---| | Take bookings or orders on their own domain | 96% | no | | Publish the menu or price list as HTML | 88% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 96% | yes | | Structured data with address, phone and hours | 31% | no | | Have an llms.txt | 19% | no | Nearest places in the index: Kung Fu Tea (B, 37 m, https://directindex.org/r/kungfutea.com); ChiCha San Chen (D, 294 m, https://directindex.org/r/chichasanchen.com); Cocktail Bar Inventions (B, 346 m, https://directindex.org/r/amazemontreal.com); Sans Soleil (F, 349 m, https://directindex.org/r/sanssoleilmtl.com); Cookie Stéfanie (F, 367 m, https://directindex.org/r/cookiestefanie.com); #Teashop (C, 377 m, https://directindex.org/r/chatime.com.tw); Yi Fang Tea (D, 377 m, https://directindex.org/r/yifangteaglobal.com); Crew Collective & Café (C, 439 m, https://directindex.org/r/crewcollectivecafe.com); Flyjin Café (D, 442 m, https://directindex.org/r/flyjinmtl.com); Poincaré (D, 445 m, https://directindex.org/r/poincarechinatown.com). ## What assistants answer Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included. Against its peers: Sites built with WordPress 58% (29% A or B, 36926 sites); This site 47.7%. See what an AI agent reads on this site: https://directindex.org/r/le-petit-hotel.com/agent-view ## Businesses like Le Petit Hôtel - Notre Dame in Montreal cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Montreal cafes and bars | 252 | 45% | 21% | 47.7% | | Built with WordPress in Montreal cafes and bars | 68 | 58% | 29% | 47.7% | The best of Built with WordPress in Montreal cafes and bars: L'Entrepôt (A 100%, https://directindex.org/r/warehousegroup.ca); Saint Sacrement (A 100%, https://directindex.org/r/saint-sacrement.com); Chichi Café (B 84.6%, https://directindex.org/r/chichi.cafe); Columbus Café & Co (B 84.6%, https://directindex.org/r/columbuscafe.com); Kung Fu Tea (B 84.6%, https://directindex.org/r/kungfutea.com). With the three fixes above (No structured data for the business; Booking through an unrecognised third party; No menu or price list found) the score would be about 95.4%: 5th of 252 in Montreal cafes and bars, up from 126th. ## The direct record What agents get for Le Petit Hôtel - Notre Dame, as JSON: https://directindex.org/api/direct/le-petit-hotel.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: none on record ## 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): not measured - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured - 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): not measured Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 0 | 25 | | Actionable | 6 | 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/le-petit-hotel.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/le-petit-hotel.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/le-petit-hotel.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=le-petit-hotel.com&force=1