# Outlook Kitchen: Agent-Direct Score B (73.8%) Site: https://outlookkitchenandbar.com/outlook-kitchen-and-bar/ Report: https://directindex.org/r/theenvoyhotel.com Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Outlook Kitchen is mostly ready for agents. ## Direct links - Phone: +1-617-530-1559 ## What to fix first - **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Menu or price list lives on another site.** (+5 points) The link points to envoyrooftop.com, so the credit and the traffic go there. Guide: https://directindex.org/guides/menu-pdf-ai - **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste llms.txt. Save as /llms.txt at the root of the site. ``` # Outlook Kitchen > restaurant in Sleeper Street 70 02210 Boston, Boston. Phone +1-617-530-1559. ## Book or order directly - Menu: https://www.envoyrooftop.com/menus ## About - Website: https://outlookkitchenandbar.com/outlook-kitchen-and-bar/ - 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 key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **Structured data present (Restaurant).** address, phone, opening hours ## Where it stands 279 of 924 in Boston. Top 30% of the sites scanned in this index. | What the top tenth 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 | 98% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 92% | yes | | Structured data with address, phone and hours | 47% | yes | | Have an llms.txt | 16% | no | Nearest places in the index: The Barking Crab (C, 38 m, https://directindex.org/r/barkingcrab.com); Scorpion Bar (C, 90 m, https://directindex.org/r/scorpionboston.com); Committee (B, 177 m, https://directindex.org/r/committeeboston.com); Trillium Brewing (B, 177 m, https://directindex.org/r/trilliumbrewing.com); James Hook & Co. (A, 262 m, https://directindex.org/r/jameshooklobster.com); Bon Me (B, 301 m, https://directindex.org/r/bonmetruck.com); The Smoke Shop BBQ (B, 326 m, https://directindex.org/r/thesmokeshopbbq.com); Madras Dosa Company (B, 337 m, https://directindex.org/r/madrasdosaco.com); YōKi Express (D, 346 m, https://directindex.org/r/yokiexpress.com); Smith & Wollensky (A, 353 m, https://directindex.org/r/smithandwollensky.com). ## What assistants answer Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included. See what an AI agent reads on this site: https://directindex.org/r/theenvoyhotel.com/agent-view ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 17 | 25 | | Actionable | 6 | 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/theenvoyhotel.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: yes Deep report: https://directindex.org/r/theenvoyhotel.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off. Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=theenvoyhotel.com&force=1