# Le 444: Agent-Direct Score B (78.8%) Site: https://snack-le444.fr Report: https://directindex.org/r/snack-le444.fr Scanned: 2026-10-20 (Provisional, with the action test still to come. The hatched part of the bar isn't measured yet.) Le 444 is mostly ready for agents. An AI assistant can open Le 444's website. It can read what Le 444 offers. It finds a way to book or order directly on the site. ## Direct links - Order directly: https://snack-le444.fr/livraison/marseille-13001/852/14066/ (on the business's own site) - Menu: https://snack-le444.fr/a-emporter/marseille-13014/menus-enfant/865/14066/63558/ - Its menu mentions: a children's menu - Prices: 189 prices on the site, the middle one €7.50 ## Nearby, also direct Places near Le 444 that take a booking or an order on their own website, with no marketplace in between. - Auda - Cuisine du Marché - Restaurant Marseille (340 m): https://directindex.org/r/auda-marseille.com - Green sur mesure Marseille - Salades Pokés Pasta (400 m): https://directindex.org/r/greensurmesure.fr - La Provence vie des Entreprises (760 m): https://directindex.org/r/laprovence.com - MARSEILLE LES TERRASSES VITRINE (980 m): https://directindex.org/r/sushidaily.com - Dalloyau (1 km): https://directindex.org/r/groupepoteletchabot.com ## What to fix first - **Structured data is incomplete.** (+5 points) Missing: telephone, 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 ## 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, 22% of comparable sites declare one. - **189 prices on the landing page, the middle one €7.50.** In Marseille, the middle price of comparable sites that show prices is €14.13. ## 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. ``` # Le 444 > restaurant in Marseille. ## Book or order directly - Order: https://snack-le444.fr/livraison/marseille-13001/852/14066/ (on the business's own site) - Menu: https://snack-le444.fr/a-emporter/marseille-13014/menus-enfant/865/14066/63558/ ## About - Website: https://snack-le444.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.** No rule blocks the main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Structured data found (Restaurant).** address - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering on your own site.** Agents can order without going through a marketplace. ## Where it stands 160 of 747 in Marseille. Top 21% 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 | 90% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes | | Structured data with address, phone and hours | 55% | no | | Have an llms.txt | 34% | no | Nearest places in the index: Auda - Cuisine du Marché - Restaurant Marseille (B, 342 m, https://directindex.org/r/auda-marseille.com); Green sur mesure Marseille - Salades Pokés Pasta (B, 398 m, https://directindex.org/r/greensurmesure.fr); Louis Brasserie Pub (F, 443 m, https://directindex.org/r/louis-marseille.fr); Ankka (B, 624 m, https://directindex.org/r/ankka.fr); Chez Nora (C, 755 m, https://directindex.org/r/carredinfo.fr); La Provence vie des Entreprises (C, 763 m, https://directindex.org/r/laprovence.com); Coco Loco (F, 786 m, https://directindex.org/r/cocoloco-burger.com); MARSEILLE LES TERRASSES VITRINE (B, 979 m, https://directindex.org/r/sushidaily.com); Dalloyau (C, 1039 m, https://directindex.org/r/groupepoteletchabot.com); Zinc Zinc Les Docks (C, 1053 m, https://directindex.org/r/zinczinc.fr). ## What assistants answer Asked on 2026-10-27 with web search on. 50% of the answers pointed to the business's own site or to a vendor working for it. That share is the Cited part of the score. | Assistant | Official website? | Where to book? | Where to order? | |---|---|---|---| | ChatGPT | own site | own site | own site | | Gemini | marketplace: ubereats | marketplace: ubereats | marketplace: ubereats | The assistants were asked 12 everyday questions about Marseille and named 65 places. Le 444 wasn't one of them. See who was named: https://directindex.org/city/marseille/recommended **What ChatGPT said, Official website? (2026-10-27):** https://snack-le444.fr/ (snack-le444.fr (https://snack-le444.fr/mentions-legales.html?utmsource=openai)) **What ChatGPT said, Where to book? (2026-10-27):** I couldn’t verify an online table-booking page for Le 444. Its official website appears to be for takeaway orders: https://snack-le444.fr/ (snack-le444.fr (https://snack-le444.fr/mentions-legales.html)) **What ChatGPT said, Where to order? (2026-10-27):** You can order directly from Le 444’s website: snack-le444.fr (https://snack-le444.fr/). (snack-le444.fr (https://snack-le444.fr/?utmsource=openai)) **What Gemini said, Official website? (2026-10-27):** Based on the search results, an official website for "Le 444" restaurant in Marseille, France, was not explicitly found. However, the restaurant is present on several online platforms: Uber Eats: You can find information and order delivery from Le 444 on Uber Eats. Pages Jaunes: "Snack le 444" is listed on Pages Jaunes, where you can find its menu, reviews, and reservation options. Eat-List: Le 444 is also listed… **What Gemini said, Where to book? (2026-10-27):** It appears that "Le 444" in Marseille is primarily a fast-food and snack establishment, offering burgers, pizzas, and sandwiches, with options for delivery and takeaway. Online booking for a table is not typically offered by this type of restaurant. You can order online for delivery or pickup through platforms such as Uber Eats. **What Gemini said, Where to order? (2026-10-27):** You can order food online from Le 444, a restaurant in Marseille, France, through Uber Eats or Deliveroo. For Uber Eats, use the following link: https://www.ubereats.com/fr/store/le-444/tL2s1B4iT16Q52-rE7rB0A (https://www.ubereats.com/fr/store/le-444/tL2s1B4iT16Q52-rE7rB0A). Le 444 is located at 444 Boulevard National, Marseille, Provence-Alpes-Côte d'Azur 13003. It offers a variety of cuisines including fast… See what an AI agent reads on this site: https://directindex.org/r/snack-le444.fr/agent-view ## Why the assistants send people elsewhere Why (2026-10-27): Gemini sent people to Uber Eats because it failed to find the official website and its existing ordering page, likely due to incomplete structured data or third-party marketplace listings outranking the business in search results. ## Businesses like Le 444 in Marseille | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Marseille | 747 | 56% | 38% | 78.8% | The best of the businesses of the same kind in Marseille: Amista (A 100%, https://directindex.org/r/lentrecote-valentine-restaurant-marseille.fr); Au Petit Amandier (A 100%, https://directindex.org/r/aupetitamandier.com); Bar Restaurant de La Grotte (A 100%, https://directindex.org/r/lagrotte-restaurant.fr); Basilic & Co (A 100%, https://directindex.org/r/basilic-and-co.com); Chez Quan (A 100%, https://directindex.org/r/chezquan.fr). With the fix above (Structured data is incomplete), the score would be about 84.7%. That would be 118th of 747 in Marseille, up from 160th. ## The direct record What agents get for Le 444, as JSON: https://directindex.org/api/direct/snack-le444.fr - Book: none on record - Order: https://snack-le444.fr/livraison/marseille-13001/852/14066/ (own site; found by the scan of 2026-10-20, not yet tested) - Menu: https://snack-le444.fr/a-emporter/marseille-13014/menus-enfant/865/14066/63558/ (html_page; from the scan) - Hours: none on record - Phone: none on record - Stable links that count: https://directindex.org/go/snack-le444.fr/order, https://directindex.org/go/snack-le444.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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 17 | 25 | | Actionable | 15 | 15 (the action test: pending) | | Cited | 10 | 20 | ## Agent readiness (Cloudflare) Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/snack-le444.fr - 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: 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: yes - 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/snack-le444.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/snack-le444.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=snack-le444.fr&force=1