# Grand Café de l'Opéra: Agent-Direct Score D (51.2%) Site: http://www.brasserieopera.com Report: https://directindex.org/r/brasserieopera.com Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Grand Café de l'Opéra is hard for agents to use. Some AI assistants are turned away by Grand Café de l'Opéra'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 on the site. ## Direct links - Order directly: https://www.brasserieopera.com/order/status (on the business's own site) - Phone: +33561213703 - Address: 1 Place du Capitole, 31000, Toulouse - Languages: English, Indonesian ## Nearby, also direct Places near Grand Café de l'Opéra that take a booking or an order on their own website, with no marketplace in between. - Le Bibent (70 m): https://directindex.org/r/bibent.fr - Le Comptoir de Mathilde (130 m): https://directindex.org/r/lecomptoirdemathilde.com - Les Relais du Capitole (180 m): https://directindex.org/r/lesrelaisducapitole.com - L'Air de Famille (190 m): https://directindex.org/r/airdefamilletoulouse.fr ## What to fix first - **No structured data for the business.** (+15 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 - **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 - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **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 ## 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. ``` # Grand Café de l'Opéra > local business (french) in 1 Place du Capitole, 31000, Toulouse, Toulouse. Phone +33561213703. ## Book or order directly - Order: https://www.brasserieopera.com/order/status (on the business's own site) ## About - Website: http://www.brasserieopera.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 main AI user agents. - **Ordering on your own site.** Agents can order without going through a marketplace. ## Where it stands 469 of 749 in Toulouse. Top 63% 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 | 98% | yes | | Publish the menu or price list as HTML | 91% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 95% | no | | Structured data with address, phone and hours | 60% | no | | Have an llms.txt | 34% | no | Nearest places with a similar menu: Le Bibent (B, 68 m, https://directindex.org/r/bibent.fr); Madame Raclette (F, 108 m, https://directindex.org/r/madame-raclette.fr); Les Illustres (D, 113 m, https://directindex.org/r/les-illustres.fr); L'Atrium Restaurant (C, 123 m, https://directindex.org/r/restaurantatrium.fr); Brioche Dorée (F, 126 m, https://directindex.org/r/groupeleduff.com); Le Comptoir de Mathilde (B, 128 m, https://directindex.org/r/lecomptoirdemathilde.com); Les Caves de la Maréchale (B, 149 m, https://directindex.org/r/lescavesdelamarechale.com); La Côte de Boeuf (C, 156 m, https://directindex.org/r/lacotedeboeuftoulouse.fr); Les Relais du Capitole (B, 180 m, https://directindex.org/r/lesrelaisducapitole.com); L'Air de Famille (C, 185 m, https://directindex.org/r/airdefamilletoulouse.fr). ## 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 22 everyday questions about Toulouse and named 124 places. Grand Café de l'Opéra wasn't one of them. See who was named: https://directindex.org/city/toulouse/recommended See what an AI agent reads on this site: https://directindex.org/r/brasserieopera.com/agent-view ## Businesses like Grand Café de l'Opéra in Toulouse | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Toulouse | 749 | 57% | 33% | 51.2% | The best of the businesses of the same kind in Toulouse: Bonopandas (A 100%, https://directindex.org/r/bonopandas.com); Casa Dupuy (A 100%, https://directindex.org/r/casadupuy.fr); Côté Sushi (A 100%, https://directindex.org/r/cotesushi.com); Nachos (A 100%, https://directindex.org/r/nachos.fr); Sushi Shop (A 100%, https://directindex.org/r/sushishop.fr). With the three fixes above (No structured data for the business; No menu or price list found; The server turns AI crawlers away at the door), the score would be about 95.4%. That would be 11th of 749 in Toulouse, up from 469th. ## The direct record What agents get for Grand Café de l'Opéra, as JSON: https://directindex.org/api/direct/brasserieopera.com - Book: none on record - Order: https://www.brasserieopera.com/order/status (own site; found by the scan of 2026-10-21, not yet tested) - Menu: none on record - Hours: none on record - Phone: +33561213703 - Stable links that count: https://directindex.org/go/brasserieopera.com/order ## 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 | 18.3 | 25 | | Readable | 0 | 25 | | Actionable | 15 | 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/brasserieopera.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/brasserieopera.com/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/brasserieopera.com/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=brasserieopera.com&force=1