# La Grande Italia: Agent-Direct Score F (37.4%) Site: https://www.opentable.fr/r/la-grande-italia-reservations-marseille?restref=444408&lang=fr-FR&ot_source=Restaurant+website Report: https://directindex.org/r/opentable.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.) La Grande Italia is largely invisible to agents. Some AI assistants are turned away by La Grande Italia's website. It can't find a menu or price list, so it answers from other sites. To book or order, it is sent to OpenTable, a marketplace. ## Direct links - Outdoor seating (OpenStreetMap) ## Nearby, also direct Places near La Grande Italia that take a booking or an order on their own website, with no marketplace in between. - Trattoria del Sud da Vicenzo (1.6 km): https://directindex.org/r/trattoriadelsud.fr - Le Turf (1.6 km): https://directindex.org/r/leturflounge.fr - Chez Marco (2.4 km): https://directindex.org/r/restaurant-chez-marco-marseille.com ## 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 - **Booking only through opentable.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. 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 page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **robots.txt blocks GPTBot, ClaudeBot, Google-Extended.** (+3.7 points) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents - **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 ``` robots.txt. Add these lines to /robots.txt and delete any Disallow rule that names these crawlers. ``` # Let AI assistants read the site: they send people to you; a marketplace keeps them. # Remove any Disallow lines for these names elsewhere in this file. User-agent: GPTBot Allow: / User-agent: ClaudeBot Allow: / User-agent: PerplexityBot Allow: / User-agent: Google-Extended Allow: / User-agent: OAI-SearchBot Allow: / User-agent: ChatGPT-User Allow: / User-agent: Claude-User Allow: / User-agent: Perplexity-User Allow: / ``` llms.txt. Save as /llms.txt at the root of the site. ``` # La Grande Italia > restaurant (italian, italian pizza) in Marseille. ## About - Website: https://www.opentable.fr/r/la-grande-italia-reservations-marseille?restref=444408&lang=fr-FR&ot_source=Restaurant+website - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **OpenTable works with agents through its partners.** OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Terms read on 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. 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 554 of 754 in Marseille. Top 73% 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% | no | | Publish the menu or price list as HTML | 97% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 97% | no | | Structured data with address, phone and hours | 45% | no | | Have an llms.txt | 27% | no | Nearest places with a similar menu: Via-Roma (F, 668 m, https://directindex.org/r/viaroma.fr); La Dolce Vita (F, 1232 m, https://directindex.org/r/wie.sh); Trattoria del Sud da Vicenzo (A, 1565 m, https://directindex.org/r/trattoriadelsud.fr); Trattoria del Sud Da Vincenzo (F, 1565 m, https://directindex.org/r/qrco.de); Le Turf (B, 1587 m, https://directindex.org/r/leturflounge.fr); Pasta e Dolce (F, 1770 m, https://directindex.org/r/pastaedolce.com); Un jardin en ville (D, 1961 m, https://directindex.org/r/unjardinenville.fr); Chez Marco (A, 2396 m, https://directindex.org/r/restaurant-chez-marco-marseille.com); Italova (C, 2987 m, https://directindex.org/r/italova.com); Zia Concetta Castellane (C, 3160 m, https://directindex.org/r/ziaconcetta.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. La Grande Italia wasn't one of them. See who was named: https://directindex.org/city/marseille/recommended Compared with its peers: Sites using OpenTable 65% (38% A or B, 3121 sites); This site 37.4%. See what an AI agent reads on this site: https://directindex.org/r/opentable.fr/agent-view ## Businesses like La Grande Italia in Marseille | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Marseille | 754 | 55% | 36% | 37.4% | | Sites using OpenTable in Marseille | 1 | 37% | 0% | 37.4% | 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 three fixes above (No structured data for the business; Booking only through opentable; No menu or price list found), the score would be about 89.7%. That would be 63rd of 754 in Marseille, up from 554th. ## The direct record What agents get for La Grande Italia, as JSON: https://directindex.org/api/direct/opentable.fr - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: none on record ## 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, OpenTable: Through partners. OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 21.3 | 25 | | Readable | 0 | 25 | | Actionable | 3 | 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/opentable.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: no Keep watching this business (https://directindex.org/r/opentable.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/opentable.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 ยท Rescan now: https://directindex.org/scan?url=opentable.fr&force=1