# Queens Beer Festival: Agent-Direct Score D (43.1%) Site: http://www.queensbeerfest.com/ Report: https://directindex.org/r/qns.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.) Queens Beer Festival is hard for agents to use. Some AI assistants are turned away by Queens Beer Festival's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online. ## Direct links - Phone: +17182245863 - Address: 5-25 46th Ave, 11101, New York - Prices: 3 prices on the site, the middle one $1.90 ## Nearby, also direct Places near Queens Beer Festival that take a booking or an order on their own website, with no marketplace in between. - The North Bowl (210 m): https://directindex.org/r/thenorthbowl.com - Royal Delight Cafe - Coffee Shop, Catering & Events (220 m): https://directindex.org/r/royaldelightcafe.com - Infinity Coffee (250 m): https://directindex.org/r/infinitycoffee.com - Fifth Hammer Brewing Company (250 m): https://directindex.org/r/fifthhammerbrewing.com - Kakes NYC (390 m): https://directindex.org/r/kakes.nyc ## 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 menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **robots.txt blocks GPTBot, ClaudeBot, PerplexityBot, Google-Extended.** (+5 points) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents - **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) - **3 prices on the landing page, the middle one $1.90.** In New York, the middle price of comparable sites that show prices is $15.00. ## 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 ``` robots.txt. Add these lines to /robots.txt and delete any Disallow rule that names these crawlers. ``` # Let AI assistants read the site: they send people to you; a marketplace keeps them. # Remove any Disallow lines for these names elsewhere in this file. User-agent: GPTBot Allow: / User-agent: ClaudeBot Allow: / User-agent: PerplexityBot Allow: / User-agent: Google-Extended Allow: / User-agent: OAI-SearchBot Allow: / User-agent: ChatGPT-User Allow: / User-agent: Claude-User Allow: / User-agent: Perplexity-User Allow: / ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Queens Beer Festival > organization in 5-25 46th Ave, 11101, New York, New York cafes and bars. Phone +17182245863. ## About - Website: http://www.queensbeerfest.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **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 ## Where it stands 2444 of 4076 in New York cafes and bars. Top 60% 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% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 98% | no | | Structured data with address, phone and hours | 36% | no | | Have an llms.txt | 22% | no | Nearest places in the index: Overflow Coffee (C, 188 m, https://directindex.org/r/overflowcoffee.nyc); The North Bowl (F, 214 m, https://directindex.org/r/thenorthbowl.com); Royal Delight Cafe - Coffee Shop, Catering & Events (A, 218 m, https://directindex.org/r/royaldelightcafe.com); Infinity Coffee (C, 251 m, https://directindex.org/r/infinitycoffee.com); Fifth Hammer Brewing Company (A, 253 m, https://directindex.org/r/fifthhammerbrewing.com); Record Room LIC (D, 261 m, https://directindex.org/r/recordroomlic.com); Bellwether (F, 290 m, https://directindex.org/r/bellwethernyc.com); Little Chef Little Café (B, 335 m, https://directindex.org/r/littlecheflittlecafe.com); Kakes NYC (A, 391 m, https://directindex.org/r/kakes.nyc); Elevated at Partake NYC (B, 447 m, https://directindex.org/r/partake.nyc). ## 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 43.1%. See what an AI agent reads on this site: https://directindex.org/r/qns.com/agent-view ## Businesses like Queens Beer Festival 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% | 43.1% | | Sites built with WordPress in New York cafes and bars | 681 | 57% | 27% | 43.1% | 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 three fixes above (No booking or ordering link on the website; Structured data is incomplete; No menu or price list found), the score would be about 87.7%. That would be 245th of 4,076 in New York cafes and bars, up from 2444th. ## The direct record What agents get for Queens Beer Festival, as JSON: https://directindex.org/api/direct/qns.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +17182245863 ## 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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 20 | 25 | | Readable | 8 | 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/qns.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/qns.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/qns.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=qns.com&force=1