# Suzette: Agent-Direct Score F (35.4%) Site: https://www.suzettepancakeslyon.com/ Report: https://directindex.org/r/suzettepancakeslyon.com Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Suzette is largely invisible to agents. An AI assistant can open the website of Suzette. It finds no menu or price list, so it answers from other sites. It finds no link to book or order online. ## Direct links - Phone: +33 4 78 39 49 44 ## 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 - **No booking or ordering link on the website.** (+15 points) Agents find no link to follow on the site. If you take bookings or orders through a platform, link to it from the site so an agent can find it. Add a booking or ordering page on your own domain. 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 - **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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. ``` # Suzette > cafe or coffee shop (pancake) in Lyon cafes and bars. Phone +33 4 78 39 49 44. ## Opening hours Mo-Sa 10:00-18:00; Su 10:00-17:30 ## About - Website: https://www.suzettepancakeslyon.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. ## Since the scan of 2026-10-14 (F then) - Fixed: robots.txt blocked AI crawlers - New: nothing ## Where it stands 152 of 196 in Lyon cafes and bars. Top 78% 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 | 95% | no | | Publish the menu or price list as HTML | 75% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes | | Structured data with address, phone and hours | 35% | no | | Have an llms.txt | 25% | no | Nearest places in the index: Le Grisbi (D, 78 m, https://directindex.org/r/legrisbi.fr); Falcone - Le Bar (B, 88 m, https://directindex.org/r/restaurantfalcone.com); Chenavard (B, 92 m, https://directindex.org/r/chenavard.fr); La Papoterie (A, 106 m, https://directindex.org/r/papoterie-cafe.fr); Barapol (C, 117 m, https://directindex.org/r/barapol.fr); Jazz Hot Club de Lyon (C, 118 m, https://directindex.org/r/hotclubjazzlyon.com); Carmelo - Big Mamma (A, 177 m, https://directindex.org/r/bigmammagroup.com); Les Arpenteurs (F, 214 m, https://directindex.org/r/lesarpenteurs-bar.com); Les Éclaireurs (C, 223 m, https://directindex.org/r/mba-lyon.fr); Anticafé (C, 250 m, https://directindex.org/r/anticafe.eu). ## 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. Score over 2 scans since 2026-10-14: 2026-10-14 20%, 2026-10-15 35%. See what an AI agent reads on this site: https://directindex.org/r/suzettepancakeslyon.com/agent-view ## Businesses like Suzette in Lyon cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Lyon cafes and bars | 196 | 49% | 19% | 35.4% | The best of the businesses of the same kind in Lyon cafes and bars: Le Rancard (A 100%, https://directindex.org/r/lerancard.com); Le Coup de Pelle (A 97.5%, https://directindex.org/r/lecoupdepelle.fr); Carmelo - Big Mamma (A 93.8%, https://directindex.org/r/bigmammagroup.com); Café Associatif Le Village (A 92.3%, https://directindex.org/r/cafe-levillage.org); Dreams Donuts Caluire-et-Cuire (A 90.8%, https://directindex.org/r/dreamsdonuts.com). With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found) the score would be about 92.3%: 4th of 196 in Lyon cafes and bars, up from 152nd. ## The direct record What agents get for Suzette, as JSON: https://directindex.org/api/direct/suzettepancakeslyon.com - Book: none on record - Order: none on record - Menu: none on record - Hours: Mo-Sa 10:00-18:00; Su 10:00-17:30 (closed now) (from OpenStreetMap) - Phone: +33 4 78 39 49 44 ## 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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 23 | 25 | | Readable | 0 | 25 | | Actionable | 0 | 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/suzettepancakeslyon.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/suzettepancakeslyon.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/suzettepancakeslyon.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=suzettepancakeslyon.com&force=1