# Bluma by Cyril Caurel: Agent-Direct Score C (58.5%) Site: https://blumabycyrilcaurel.mlkcreative.fr/ Report: https://directindex.org/r/mlkcreative.fr Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Bluma by Cyril Caurel is partly visible to agents. An AI assistant can open Bluma by Cyril Caurel's website. What Bluma by Cyril Caurel offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through Zenchef. ## Direct links - Book directly: https://bookings.zenchef.com/results?rid=379639&pid=1001&utm_source=ig&utm_medium=social&utm_content=link_in_bio&fbclid=PAZXh0bgNhZW0CMTEAc3J0YwZhcHBfaWQMMjU2MjgxMDQwNTU4AAGna3D85Lys7dLc_6k0nVuSHkwQkgsC79Wt3I3C96FGKPHF1ieX0y1YfZLSIpg_aem_a7AoLq00cDrqdJU3HOdqbw (through zenchef acting for the business) - Menu: https://blumabycyrilcaurel.mlkcreative.fr/wp-content/uploads/2026/01/Bluma_Cartes_V2%20-%20copie.pdf - Phone: +33614496293 - Address: 18 Pl. Théo Lombard, 13008, Marseille ## Nearby, also direct Places near Bluma by Cyril Caurel that take a booking or an order on their own website, with no marketplace in between. - Michel par AM (220 m): https://directindex.org/r/villepointenoire.fr - AM (Alexandre Mazzia) (270 m): https://directindex.org/r/alexandre-mazzia.com - L'Entrecôte du Huitième (300 m): https://directindex.org/r/premiereclasse.com - Otto Marseille (340 m): https://directindex.org/r/restaurantotto.fr - Pierrot Coquillages (420 m): https://directindex.org/r/pierrotcoquillages.com ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai - **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. In Marseille, 16% of comparable sites declare one. ## 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. ``` # Bluma by Cyril Caurel > local business in 18 Pl. Théo Lombard, 13008, Marseille, Marseille. Phone +33614496293. ## Book or order directly - Book: https://bookings.zenchef.com/results?rid=379639&pid=1001&utm_source=ig&utm_medium=social&utm_content=link_in_bio&fbclid=PAZXh0bgNhZW0CMTEAc3J0YwZhcHBfaWQMMjU2MjgxMDQwNTU4AAGna3D85Lys7dLc_6k0nVuSHkwQkgsC79Wt3I3C96FGKPHF1ieX0y1YfZLSIpg_aem_a7AoLq00cDrqdJU3HOdqbw (through zenchef acting for the business) - Menu: https://blumabycyrilcaurel.mlkcreative.fr/wp-content/uploads/2026/01/Bluma_Cartes_V2%20-%20copie.pdf ## About - Website: https://blumabycyrilcaurel.mlkcreative.fr/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Booking through zenchef on your own domain.** There's no marketplace commission, and the customer stays yours. - **Zenchef works with agents through its partners.** Zenchef's website terms (19 February 2024) forbid robots, scripts or automated systems that extract content and forbid crawling or scraping; agents book only through partner integrations a restaurant enables. Terms read on 2026-10-15: https://www.zenchef.com/terms-conditions. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them. ## Where it stands 378 of 754 in Marseille. Top 50% 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% | yes | | Publish the menu or price list as HTML | 97% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes | | Structured data with address, phone and hours | 45% | no | | Have an llms.txt | 27% | no | Nearest places in the index: Michel par AM (A, 216 m, https://directindex.org/r/villepointenoire.fr); AM (Alexandre Mazzia) (B, 274 m, https://directindex.org/r/alexandre-mazzia.com); L'Entrecôte du Huitième (C, 299 m, https://directindex.org/r/premiereclasse.com); Otto Marseille (B, 339 m, https://directindex.org/r/restaurantotto.fr); Pierrot Coquillages (B, 416 m, https://directindex.org/r/pierrotcoquillages.com); La Villa (B, 417 m, https://directindex.org/r/restaurant-la-villa.fr); Un jardin en ville (D, 428 m, https://directindex.org/r/unjardinenville.fr); La Table du 8ème (D, 428 m, https://directindex.org/r/latabledu8eme.fr); Pizzeria Prado (D, 645 m, https://directindex.org/r/prado-pizzeria.fr); le stadium (B, 668 m, https://directindex.org/r/spalding-basketball.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. The assistants were asked 12 everyday questions about Marseille and named 65 places. Bluma by Cyril Caurel wasn't one of them. See who was named: https://directindex.org/city/marseille/recommended Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); Sites using Zenchef 75% (61% A or B, 1885 sites); This site 58.5%. See what an AI agent reads on this site: https://directindex.org/r/mlkcreative.fr/agent-view ## Businesses like Bluma by Cyril Caurel in Marseille | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Marseille | 754 | 55% | 36% | 58.5% | | Sites built with WordPress in Marseille | 242 | 63% | 38% | 58.5% | | Sites using Zenchef in Marseille | 30 | 71% | 50% | 58.5% | | Sites built with WordPress and using Zenchef in Marseille | 12 | 65% | 33% | 58.5% | The best of the sites built with WordPress and using Zenchef in Marseille: Auda - Cuisine du Marché - Restaurant Marseille (B 78.5%, https://directindex.org/r/auda-marseille.com); Restaurant La Pagaille (B 78.5%, https://directindex.org/r/la-pagaille.fr); Les Jardins du Cloître de Marseille (B 76.9%, https://directindex.org/r/lesjardinsducloitredemars.fr); Le Meteor (B 72.3%, https://directindex.org/r/lemeteor-marseille.fr); COUDE A COUDE Marseille (C 64.6%, https://directindex.org/r/lecoudeacoudemarseille.com). With the three fixes above (No structured data for the business; Menu or price list is a PDF; Almost no text without JavaScript), the score would be about 87.7%. That would be 68th of 754 in Marseille, up from 378th. ## The direct record What agents get for Bluma by Cyril Caurel, as JSON: https://directindex.org/api/direct/mlkcreative.fr - Book: https://bookings.zenchef.com/results?rid=379639&pid=1001&utm_source=ig&utm_medium=social&utm_content=link_in_bio&fbclid=PAZXh0bgNhZW0CMTEAc3J0YwZhcHBfaWQMMjU2MjgxMDQwNTU4AAGna3D85Lys7dLc_6k0nVuSHkwQkgsC79Wt3I3C96FGKPHF1ieX0y1YfZLSIpg_aem_a7AoLq00cDrqdJU3HOdqbw (vendor on own site: Zenchef; found by the scan of 2026-10-20, not yet tested) - Order: none on record - Menu: https://blumabycyrilcaurel.mlkcreative.fr/wp-content/uploads/2026/01/Bluma_Cartes_V2%20-%20copie.pdf (pdf; from the scan) - Hours: none on record - Phone: +33614496293 - Stable links that count: https://directindex.org/go/mlkcreative.fr/book, https://directindex.org/go/mlkcreative.fr/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, Zenchef: Through partners. Zenchef's website terms (19 February 2024) forbid robots, scripts or automated systems that extract content and forbid crawling or scraping; agents book only through partner integrations a restaurant enables. Read 2026-10-15: https://www.zenchef.com/terms-conditions ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 23 | 25 | | Readable | 5 | 25 | | Actionable | 10 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/mlkcreative.fr - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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/mlkcreative.fr/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/mlkcreative.fr/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=mlkcreative.fr&force=1