# Le Serail Brunch : Agent-Direct Score C (64.6%) Site: http://www.leserailtraiteur.com/ Report: https://directindex.org/r/leserailtraiteur.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.) Le Serail Brunch is partly visible to agents. An AI assistant can open Le Serail Brunch 's website. What Le Serail Brunch offers is on another site. To book or order, it is sent to Deliveroo, a marketplace. ## Direct links - Phone: +33786519137 - Address: 17 Avenue Victor Hugo, 75116, Paris - Prices: 29 prices on the site, the middle one €70.00 ## Nearby, also direct Places near Le Serail Brunch that take a booking or an order on their own website, with no marketplace in between. - Prunier (40 m): https://directindex.org/r/prunier.com - Le Vieux Crapaud (60 m): https://directindex.org/r/levieuxcrapaud.fr - Hokkaido 16 (80 m): https://directindex.org/r/hokkaido16.fr - Samrat (130 m): https://directindex.org/r/samrat-paris-16.fr - Bustronome (170 m): https://directindex.org/r/bustronome.com ## What to fix first - **Ordering only through deliveroo.** (+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/online-ordering-without-delivery-apps - **Menu or price list is on another site.** (+5 points) The link goes to deliveroo.fr, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai - **Structured data is incomplete.** (+3 points) Missing: address, telephone. 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 Paris, 33% of comparable sites declare one. - **29 prices on the landing page, the middle one €70.00.** In Paris, the middle price of comparable sites that show prices is €16.00. ## 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 Serail Brunch > restaurant in 17 Avenue Victor Hugo, 75116, Paris, Paris. Phone +33786519137. ## Book or order directly - Menu: https://deliveroo.fr/fr/menu/paris/paris-16eme-victor-hugo/le-serail-paris-17-avenue-victor-hugo ## About - Website: http://www.leserailtraiteur.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. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Structured data found (Restaurant).** opening hours ## Where it stands 2657 of 5887 in Paris. Top 45% 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 | 99% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 99% | yes | | Structured data with address, phone and hours | 87% | no | | Have an llms.txt | 62% | no | Nearest places in the index: Prunier (C, 36 m, https://directindex.org/r/prunier.com); Le Vieux Crapaud (A, 63 m, https://directindex.org/r/levieuxcrapaud.fr); Hokkaido 16 (B, 84 m, https://directindex.org/r/hokkaido16.fr); Restaurant Alan Geaam (D, 93 m, https://directindex.org/r/alangeaam.fr); Jefe Burger (C, 103 m, https://directindex.org/r/jefe-burger.fr); Samrat (B, 125 m, https://directindex.org/r/samrat-paris-16.fr); Le Bar Anglais (F, 168 m, https://directindex.org/r/leshotelsbaverez.com); Bustronome (A, 172 m, https://directindex.org/r/bustronome.com); Pari's FOOD (F, 184 m, https://directindex.org/r/parisfood.fr); L'Oiseau Blanc (F, 185 m, https://directindex.org/r/peninsula.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 13 everyday questions about Paris and named 98 places. Le Serail Brunch wasn't one of them. See who was named: https://directindex.org/city/paris/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); Sites using Deliveroo 63% (38% A or B, 798 sites); This site 64.6%. See what an AI agent reads on this site: https://directindex.org/r/leserailtraiteur.com/agent-view ## Businesses like Le Serail Brunch in Paris | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Paris | 5887 | 57% | 39% | 64.6% | | Sites built with WordPress in Paris | 1645 | 62% | 38% | 64.6% | | Sites using Deliveroo in Paris | 74 | 61% | 36% | 64.6% | | Sites built with WordPress and using Deliveroo in Paris | 33 | 63% | 39% | 64.6% | The best of the sites built with WordPress and using Deliveroo in Paris: Al Wady (A 93.8%, https://directindex.org/r/alwady-restaurant-libanais.com); Ginger (A 87.7%, https://directindex.org/r/ginger-paris.com); Tina au 38 (B 81.5%, https://directindex.org/r/tina-baratapas.fr); Baretto Paris (B 76.9%, https://directindex.org/r/barettoparis.fr); Breakfast in America "Marais" (B 76.9%, https://directindex.org/r/breakfast-in-america.com). With the three fixes above (Ordering only through deliveroo; Menu or price list is on another site; Structured data is incomplete), the score would be about 95.4%. That would be 195th of 5,887 in Paris, up from 2657th. ## The direct record What agents get for Le Serail Brunch , as JSON: https://directindex.org/api/direct/leserailtraiteur.com - Book: none on record - Order: none on record - Menu: https://deliveroo.fr/fr/menu/paris/paris-16eme-victor-hugo/le-serail-paris-17-avenue-victor-hugo (external; from the scan) - Hours: none on record - Phone: +33786519137 - Stable links that count: https://directindex.org/go/leserailtraiteur.com/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, Deliveroo: Not stated. Deliveroo's terms of service (6 October 2026) and terms of use say nothing about bots or automated ordering; they bar access without authority and interference with the service; no agent programme was found. Read 2026-10-15: https://deliveroo.co.uk/legal ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 14 | 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/leserailtraiteur.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: yes - OAuth protected resource metadata: yes - 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/leserailtraiteur.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/leserailtraiteur.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=leserailtraiteur.com&force=1