# Joe Broadway's Billiards & Sports Pub: Agent-Direct Score C (61.5%) Site: http://www.joebroadways.com Report: https://directindex.org/r/joebroadways.com Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Joe Broadway's Billiards & Sports Pub is partly visible to agents. An AI assistant can open Joe Broadway's Billiards & Sports Pub's website. It can read what Joe Broadway's Billiards & Sports Pub offers. It can't find a link to book or order online. ## Direct links - Menu: https://www.joebroadways.com/menu/ ## Nearby, also direct Places near Joe Broadway's Billiards & Sports Pub that take a booking or an order on their own website, with no marketplace in between. - Commons Cafe (2.7 km): https://directindex.org/r/commonscafesi.com ## What to fix first - **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+7 points) Missing: address, telephone, 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 ## 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. ``` # Joe Broadway's Billiards & Sports Pub > bar or pub in New York cafes and bars. ## Book or order directly - Menu: https://www.joebroadways.com/menu/ ## About - Website: http://www.joebroadways.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 (Organization).** no address, phone or hours in it - **Menu or price list is an HTML page.** Agents can read the items and prices. ## Where it stands 1510 of 4076 in New York cafes and bars. Top 37% 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 | 97% | no | | Publish the menu or price list as HTML | 95% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes | | Structured data with address, phone and hours | 36% | no | | Have an llms.txt | 22% | no | Nearest places in the index: Fran Liz Tea Cafe (F, 797 m, https://directindex.org/r/adonegan.com); Unique Coffee Roasters (F, 1313 m, https://directindex.org/r/uniquecoffeeroasters.com); Bootleg Mannings (F, 1325 m, https://directindex.org/r/bootlegmannings.com); 101 Cafe (F, 1727 m, https://directindex.org/r/101cafe.com); Beanie Cafe NY (F, 2664 m, https://directindex.org/r/innowi.com); Commons Cafe (C, 2708 m, https://directindex.org/r/commonscafesi.com); In Fine Fettle (F, 3059 m, https://directindex.org/r/infinefettle.com); Tasty Nutrition Coffee Shop (F, 3300 m, https://directindex.org/r/vidadivina.com); The Beer Garden (F, 3347 m, https://directindex.org/r/thebeergardensi.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. Compared with its peers: Sites built with WordPress 55% (24% A or B, 217120 sites); This site 61.5%. See what an AI agent reads on this site: https://directindex.org/r/joebroadways.com/agent-view ## Businesses like Joe Broadway's Billiards & Sports Pub in New York cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in New York cafes and bars | 4076 | 48% | 26% | 61.5% | | Sites built with WordPress in New York cafes and bars | 681 | 57% | 27% | 61.5% | The best of the sites built with WordPress in New York cafes and bars: Morning Star Cafe (A 100%, https://directindex.org/r/morningstaronsecond.com); The Winslow (A 100%, https://directindex.org/r/thewinslownyc.com); Madison Club Lounge (A 95.4%, https://directindex.org/r/ammosny.com); TAO Downtown Nightclub (A 95.4%, https://directindex.org/r/taogroup.com); The Molly Pitcher Club (A 95.4%, https://directindex.org/r/themollypitcher.club). With the two fixes above (No booking or ordering link on the website; Structured data is incomplete), the score would be about 95.4%. That would be 44th of 4,076 in New York cafes and bars, up from 1510th. ## The direct record What agents get for Joe Broadway's Billiards & Sports Pub, as JSON: https://directindex.org/api/direct/joebroadways.com - Book: none on record - Order: none on record - Menu: https://www.joebroadways.com/menu/ (html_page; from the scan) - Hours: none on record - Phone: none on record - Stable links that count: https://directindex.org/go/joebroadways.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 Found one hop past the home page: menu page /menu/: almost no text without JavaScript. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 15 | 25 | | Actionable | 0 | 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/joebroadways.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/joebroadways.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/joebroadways.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 ยท Rescan now: https://directindex.org/scan?url=joebroadways.com&force=1