# Lilōu: Agent-Direct Score C (61.5%) Site: http://lilourestaurante.com/ Report: https://directindex.org/r/lilourestaurante.com Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Lilōu is partly visible to agents. AI assistants can't open Lilōu's website, so they go by what other sites say about it. ## Direct links - Book directly: https://lilourestaurante.com/decoracion-mesa/ (on the business's own site) - Menu: https://lilourestaurante.com/desayunos-polanco/ - Phone: 5553277758 - Address: Campos Elíseos 218, 11560, Ciudad de México - Languages: English, Spanish - WhatsApp: a link on the site ## Nearby, also direct Places near Lilōu that take a booking or an order on their own website, with no marketplace in between. - Restaurante Los Almendros (170 m): https://directindex.org/r/losalmendros.com.mx - Porfirio's (190 m): https://directindex.org/r/porfirios.com.mx - Gaucho Grill (250 m): https://directindex.org/r/gauchogrill.mx - Quintonil (250 m): https://directindex.org/r/quintonil.com - La Parrilla Suiza (260 m): https://directindex.org/r/laparrillasuiza.com ## What to fix first - **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (challenge:checking your browser). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing ## Already right - **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed. - **Structured data found (Restaurant).** address, phone, opening hours - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Booking on your own site.** Agents can book without going through a marketplace. ## Where it stands 512 of 1988 in Mexico City. Top 26% 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 | 94% | yes | | Publish the menu or price list as HTML | 79% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 92% | no | | Structured data with address, phone and hours | 27% | yes | | Have an llms.txt | 39% | no | Nearest places in the index: Casava Roots Plaza Polanco (F, 163 m, https://directindex.org/r/cassavaroots.com); Restaurante Los Almendros (A, 166 m, https://directindex.org/r/losalmendros.com.mx); Porfirio's (B, 186 m, https://directindex.org/r/porfirios.com.mx); Sagardi Cocineros Vascos (F, 210 m, https://directindex.org/r/sagardi.com.mx); Lonchería Maria Isabel (C, 242 m, https://directindex.org/r/quesadillasmariaisabel.mx); Gaucho Grill (A, 248 m, https://directindex.org/r/gauchogrill.mx); Quintonil (C, 251 m, https://directindex.org/r/quintonil.com); La Parrilla Suiza (B, 262 m, https://directindex.org/r/laparrillasuiza.com); Burritos México (D, 284 m, https://directindex.org/r/burritosmexico.mx); Kazu's Kitchen (F, 302 m, https://directindex.org/r/kazuskitchen.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 Mexico City and named 88 places. Lilōu wasn't one of them. See who was named: https://directindex.org/city/mexico-city/recommended Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); This site 61.5%. See what an AI agent reads on this site: https://directindex.org/r/lilourestaurante.com/agent-view ## Businesses like Lilōu in Mexico City | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Mexico City | 1988 | 45% | 18% | 61.5% | | Sites built with WordPress in Mexico City | 559 | 57% | 25% | 61.5% | The best of the sites built with WordPress in Mexico City: La Rural (A 100%, https://directindex.org/r/laruralrestaurantes.com); La Tribuna Grill (A 100%, https://directindex.org/r/latribunagrill.com.mx); Hunan (A 96.9%, https://directindex.org/r/hunan.com.mx); Barra Lupe (A 95.4%, https://directindex.org/r/barralupe.mx); Restaurante Lorea (A 95.4%, https://directindex.org/r/lorea.mx). With the fix above (The site turns away every visitor that isn't a browser, AI agents included), the score would be about 100%, which would be first of 1,988 in Mexico City. ## The direct record What agents get for Lilōu, as JSON: https://directindex.org/api/direct/lilourestaurante.com - Book: https://lilourestaurante.com/decoracion-mesa/ (own site; found by the scan of 2026-10-22, not yet tested) - Order: none on record - Menu: https://lilourestaurante.com/desayunos-polanco/ (html_page; from the scan) - Hours: none on record - Phone: 5553277758 - Stable links that count: https://directindex.org/go/lilourestaurante.com/book, https://directindex.org/go/lilourestaurante.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 Only a real browser got this page (a plain fetch got challenge:checking your browser); Readable and Actionable were measured on the rendered page. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 0 | 25 | | Readable | 25 | 25 | | Actionable | 15 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Not measured for this scan. - JSON-LD for the business: yes Keep watching this business (https://directindex.org/r/lilourestaurante.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/lilourestaurante.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=lilourestaurante.com&force=1