# Lundy Bros.: Agent-Direct Score A (87.7%) Site: https://lundysofbrooklyn.com Report: https://directindex.org/r/lundysofbrooklyn.com Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Lundy Bros. is ready for agents. ## Direct links - Order directly: http://getbento.com/?utm_source=footer&utm_campaign=lundysofbrooklyn.com (through bentobox acting for the business) - Menu: https://www.lundysofbrooklyn.com/menus/ - Phone: +1-718-310-6110 ## What to fix first - **Booking through an unrecognised third party.** (+5 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **BentoBox's terms do not allow agents; a direct form on your own site would.** (+5 points) BentoBox's terms of service (5 January 2023) say you will not use automated means, including spiders, robots, crawlers or data mining tools, except search engines; no agent programme was found. Read 2026-10-15: https://getbento.com/terms. An agent that books or orders there acts against the vendor's terms; a form or booking page on your own domain has no such limit. 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, 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 Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Lundy Bros. > restaurant (seafood, american) in New York. Phone +1-718-310-6110. ## Book or order directly - Order: http://getbento.com/?utm_source=footer&utm_campaign=lundysofbrooklyn.com (through bentobox acting for the business) - Menu: https://www.lundysofbrooklyn.com/menus/ ## Opening hours Mo 17:00-21:30, We-Sa 17:00-22:00, Su 17:00-21:30 ## About - Website: https://lundysofbrooklyn.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 key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **Structured data present (FoodEstablishment).** address, phone - **Menu or price list is an HTML page.** Agents can read items and prices directly. - **Ordering through bentobox on your own domain.** No marketplace commission, and the guest stays yours. ## Since the scan of 2026-10-14 (B then) - Fixed: nothing - New: The booking vendor's terms did not allow agents ## Where it stands 849 of 4270 in New York. Top 20% 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% | yes | | Publish the menu or price list as HTML | 99% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes | | Structured data with address, phone and hours | 50% | no | | Have an llms.txt | 13% | no | Nearest places with a similar menu: The Good Fork (A, 358 m, https://directindex.org/r/goodfork.com); Brooklyn Crab (A, 437 m, https://directindex.org/r/brooklyncrab.com); Red Hook Tavern (B, 525 m, https://directindex.org/r/redhooktavern.com); Pearl's Dive (B, 884 m, https://directindex.org/r/pearlstreetcaviar.com); Bass & Bourbon (B, 1139 m, https://directindex.org/r/bassandbourbon.com); Trudie's Tavern (D, 1149 m, https://directindex.org/r/trudies.nyc); 6 Restaurant (C, 1203 m, https://directindex.org/r/6restaurant.com); Le Petit Café (D, 1203 m, https://directindex.org/r/lepetitny.com); Petite Crevette (C, 1465 m, https://directindex.org/r/petite-crevette.com); Swoony's (B, 1517 m, https://directindex.org/r/swoonys.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. Score over 2 scans since 2026-10-14: 2026-10-14 83%, 2026-10-15 88%. Against its peers: Sites built with BentoBox 84% (96% A or B, 951 sites); Sites using BentoBox 83% (93% A or B, 357 sites); This site 87.7%. See what an AI agent reads on this site: https://directindex.org/r/lundysofbrooklyn.com/agent-view ## Businesses like Lundy Bros. in New York | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in New York | 4270 | 52% | 40% | 87.7% | | Built with BentoBox in New York | 317 | 86% | 96% | 87.7% | | Using BentoBox in New York | 115 | 83% | 91% | 87.7% | | Built with BentoBox and using BentoBox in New York | 110 | 83% | 92% | 87.7% | The best of Built with BentoBox and using BentoBox in New York: Miss Lily's (Soho) (A 95.4%, https://directindex.org/r/misslilys.com); Place des Fêtes (A 95.4%, https://directindex.org/r/pdfnyc.com); Lilia (A 92.3%, https://directindex.org/r/lilianewyork.com); Sonnyboy (A 92.3%, https://directindex.org/r/sonnyboynyc.com); Alfie's (A 90.8%, https://directindex.org/r/alfiesnyc.com). With the three fixes above (Booking through an unrecognised third party; BentoBox's terms do not allow agents; a direct form on your own site would; Structured data is incomplete) the score would be about 100%: first of 4,270 in New York. ## The direct record What agents get for Lundy Bros., as JSON: https://directindex.org/api/direct/lundysofbrooklyn.com - Book: none on record - Order: http://getbento.com/?utm_source=footer&utm_campaign=lundysofbrooklyn.com (vendor on own site: BentoBox; found by the scan of 2026-10-15, not yet tested) - Menu: https://www.lundysofbrooklyn.com/menus/ (html_page; from the scan) - Hours: Mo 17:00-21:30, We-Sa 17:00-22:00, Su 17:00-21:30 (from OpenStreetMap) - Phone: +1-718-310-6110 - Stable links that count: https://directindex.org/go/lundysofbrooklyn.com/order, https://directindex.org/go/lundysofbrooklyn.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, BentoBox: No. BentoBox's terms of service (5 January 2023) say you will not use automated means, including spiders, robots, crawlers or data mining tools, except search engines; no agent programme was found. Read 2026-10-15: https://getbento.com/terms Found one hop past the home page: menu page /menus/: menu schema. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 22 | 25 | | Actionable | 10 | 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/lundysofbrooklyn.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 Deep report: https://directindex.org/r/lundysofbrooklyn.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=lundysofbrooklyn.com&force=1