# Bistro Chapultepec: Agent-Direct Score B (76.9%) Site: http://bistrochapultepec.com/ Report: https://directindex.org/r/bistrochapultepec.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.) Bistro Chapultepec is mostly ready for agents. An AI assistant can open Bistro Chapultepec's website. It can read what Bistro Chapultepec offers. To book or order, it is sent to OpenTable, a marketplace. ## Direct links - Menu: https://www.bistrochapultepec.com/menu - Phone: +525539330616 ## Nearby, also direct Places near Bistro Chapultepec that take a booking or an order on their own website, with no marketplace in between. - Restaurante Ajoblanco (580 m): https://directindex.org/r/ajoblanco.mx - Moshi Moshi Lomas Virreyes (660 m): https://directindex.org/r/moshimoshi.mx - Barra de Ginza (680 m): https://directindex.org/r/ginza.mx - Carmela y Sal (680 m): https://directindex.org/r/carmelaysal.mx - Primitivo Burgers (680 m): https://directindex.org/r/cocinaabierta.mx ## What to fix first - **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 - **Structured data is incomplete.** (+3 points) Missing: opening hours. 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 Mexico City, 9.1% 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. ``` # Bistro Chapultepec > restaurant in Mexico City. Phone +525539330616. ## Book or order directly - Menu: https://www.bistrochapultepec.com/menu ## About - Website: http://bistrochapultepec.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.** There's no robots.txt, which means everything is allowed. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Structured data found (Restaurant).** address, phone - **Menu or price list is an HTML page.** Agents can read the items and prices. - **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 189 of 1909 in Mexico City. Top 10% 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% | no | | Publish the menu or price list as HTML | 81% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes | | Structured data with address, phone and hours | 27% | no | | Have an llms.txt | 39% | no | Nearest places in the index: City Café El Sope (D, 150 m, https://directindex.org/r/citycafe.mx); Restaurante Ajoblanco (B, 579 m, https://directindex.org/r/ajoblanco.mx); Dinner In The Sky Mexico (D, 629 m, https://directindex.org/r/dinnerinthesky.com.mx); Como en su Casa (F, 652 m, https://directindex.org/r/comoensucasa.com); Moshi Moshi Lomas Virreyes (C, 657 m, https://directindex.org/r/moshimoshi.mx); Barra de Ginza (C, 676 m, https://directindex.org/r/ginza.mx); Carmela y Sal (B, 677 m, https://directindex.org/r/carmelaysal.mx); Primitivo Burgers (B, 681 m, https://directindex.org/r/cocinaabierta.mx); Maison Kayser Torre Virreyes (F, 697 m, https://directindex.org/r/maison-kayser.com.mx); Puntarena Virreyes (C, 711 m, https://directindex.org/r/puntarena.mx). ## 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. Bistro Chapultepec wasn't one of them. See who was named: https://directindex.org/city/mexico-city/recommended Compared with its peers: Sites built with Webflow 57% (23% A or B, 6169 sites); Sites using OpenTable 65% (38% A or B, 3121 sites); This site 76.9%. See what an AI agent reads on this site: https://directindex.org/r/bistrochapultepec.com/agent-view ## Businesses like Bistro Chapultepec in Mexico City | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Mexico City | 1909 | 45% | 18% | 76.9% | | Sites built with Webflow in Mexico City | 27 | 54% | 26% | 76.9% | | Sites using OpenTable in Mexico City | 116 | 62% | 33% | 76.9% | | Sites built with Webflow and using OpenTable in Mexico City | 5 | 72% | 80% | 76.9% | The best of the sites built with Webflow and using OpenTable in Mexico City: Sala Gastronómica (B 81.5%, https://directindex.org/r/salagastronomica.mx); Restaurantes Ricler (B 78.8%, https://directindex.org/r/sanangelinn.com); The Capital Grille (B 72.3%, https://directindex.org/r/thecapitalgrille.com.mx); oly. (D 50.8%, https://directindex.org/r/olyoly.mx). With the two fixes above (Booking only through opentable; Structured data is incomplete), the score would be about 100%, which would be first of 1,909 in Mexico City. ## The direct record What agents get for Bistro Chapultepec, as JSON: https://directindex.org/api/direct/bistrochapultepec.com - Book: none on record - Order: none on record - Menu: https://www.bistrochapultepec.com/menu (html_page; from the scan) - Hours: none on record - Phone: +525539330616 - Stable links that count: https://directindex.org/go/bistrochapultepec.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, 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 Found one hop past the home page: menu page /menu: 67 menu items in JSON-LD. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 22 | 25 | | Actionable | 3 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/bistrochapultepec.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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/bistrochapultepec.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/bistrochapultepec.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=bistrochapultepec.com&force=1