# Made In Fish: Agent-Direct Score C (60%) Site: http://www.madeinfish.fr Report: https://directindex.org/r/madeinfish.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.) Made In Fish is partly visible to agents. An AI assistant can open Made In Fish'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 go.nordvpn.net. ## Direct links - Phone: 09 80 62 93 44 - Address: 29 rue Victor Hugo, 69002, Lyon ## Nearby, also direct Places near Made In Fish that take a booking or an order on their own website, with no marketplace in between. - La Palmeraie (10 m): https://directindex.org/r/la-palmeraie-des-saveurs-lyon.fr - Stile Italiano (40 m): https://directindex.org/r/stileitalianolyon.fr - Dreams Donuts (120 m): https://directindex.org/r/dreamsdonuts.com - O-Berny (130 m): https://directindex.org/r/obernyrestaurant.fr - Les Culottes Longues (130 m): https://directindex.org/r/les-culottes-longues.com ## What to fix first - **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list 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 ## 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 Lyon, 30% 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. ``` # Made In Fish > organization (fish and chips) in 29 rue Victor Hugo, 69002, Lyon, Lyon. Phone 09 80 62 93 44. ## About - Website: http://www.madeinfish.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 (Organization).** no address, phone or hours in it ## Where it stands 943 of 1666 in Lyon. Top 57% 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 | 99% | no | | Publish the menu or price list as HTML | 83% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes | | Structured data with address, phone and hours | 68% | no | | Have an llms.txt | 52% | no | Nearest places in the index: La Palmeraie (B, 10 m, https://directindex.org/r/la-palmeraie-des-saveurs-lyon.fr); Stile Italiano (A, 38 m, https://directindex.org/r/stileitalianolyon.fr); Le Corner (C, 68 m, https://directindex.org/r/le-corner-lyon.com); Le Corner (F, 72 m, https://directindex.org/r/le-corner.fr); Dreams Donuts (C, 120 m, https://directindex.org/r/dreamsdonuts.com); O-Berny (A, 127 m, https://directindex.org/r/obernyrestaurant.fr); Les Culottes Longues (B, 132 m, https://directindex.org/r/les-culottes-longues.com); Skip Jack (B, 137 m, https://directindex.org/r/skipjack-lyon.com); Côté Sushi (A, 152 m, https://directindex.org/r/cotesushi.com); Oakberry Açai (C, 174 m, https://directindex.org/r/oakberry.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 Lyon and named 66 places. Made In Fish wasn't one of them. See who was named: https://directindex.org/city/lyon/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 60%. See what an AI agent reads on this site: https://directindex.org/r/madeinfish.fr/agent-view ## Businesses like Made In Fish in Lyon | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Lyon | 1666 | 58% | 42% | 60% | | Sites built with WordPress in Lyon | 579 | 65% | 43% | 60% | The best of the sites built with WordPress in Lyon: Amirtham Resto Indien (A 100%, https://directindex.org/r/amirthamrestoindien.fr); CONFLUENCE (A 100%, https://directindex.org/r/lunicco.fr); Cousbox (A 100%, https://directindex.org/r/cousbox.com); La Caraïbéenne (A 100%, https://directindex.org/r/lacaraibeenne.fr); Pizzeria Bella Luna (A 100%, https://directindex.org/r/pizzeriabellaluna.fr). With the three fixes above (Booking through an unrecognised third party; Structured data is incomplete; No menu or price list found), the score would be about 95.4%. That would be 29th of 1,666 in Lyon, up from 943rd. ## The direct record What agents get for Made In Fish, as JSON: https://directindex.org/api/direct/madeinfish.fr - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: 09 80 62 93 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 Found one hop past the home page: booking page /code-promo-nordvpn-2025-reductions-offres-et-guide-complet/: booking link (other). ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 8 | 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/madeinfish.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: 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: yes Keep watching this business (https://directindex.org/r/madeinfish.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/madeinfish.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=madeinfish.fr&force=1