# PMac's Hospitality Group: Agent-Direct Score C (69.2%) Site: https://pmacshospitality.com/ Report: https://directindex.org/r/pmacshospitality.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.) PMac's Hospitality Group is partly visible to agents. An AI assistant can open PMac's Hospitality Group's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through OpenTable. ## Direct links - Book directly: https://www.opentable.com/widget/reservation/loader?rid=1326514&rid=1473535&rid=269122&rid=1411927&rid=1015702&rid=1387666&rid=1347988&rid=333217&rid=1270645&rid=478183&rid=348943&rid=1467394&rid=732586&type=multi&theme=standard&color=2&dark=true&iframe=true&domain=com&lang=en-US&newtab=false&ot_source=PMACs%20Website&cfe=true (through opentable acting for the business) - Phone: +19179975339 - Address: 240 W 52nd St, 10019-5802, New York ## Nearby, also direct Places near PMac's Hospitality Group that take a booking or an order on their own website, with no marketplace in between. - Haswell Green's (0 m): https://directindex.org/r/haswellgreens.com - Winnie's (10 m): https://directindex.org/r/winniesbroadway.com - Big Apple Browns Backers of NYC (10 m): https://directindex.org/r/bigapplebrowns.com - Cuba Lounge (20 m): https://directindex.org/r/victorscafe.com - Beast & Butterflies (50 m): https://directindex.org/r/beastandbutterfliesnyc.com ## What to fix first - **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 - **Structured data is incomplete.** (+5 points) Missing: 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. ``` # PMac's Hospitality Group > food establishment in 240 W 52nd St, 10019-5802, New York, New York cafes and bars. Phone +19179975339. ## Book or order directly - Book: https://www.opentable.com/widget/reservation/loader?rid=1326514&rid=1473535&rid=269122&rid=1411927&rid=1015702&rid=1387666&rid=1347988&rid=333217&rid=1270645&rid=478183&rid=348943&rid=1467394&rid=732586&type=multi&theme=standard&color=2&dark=true&iframe=true&domain=com&lang=en-US&newtab=false&ot_source=PMACs%20Website&cfe=true (through opentable acting for the business) ## About - Website: https://pmacshospitality.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 (FoodEstablishment).** address - **Booking through opentable on your own domain.** There's no marketplace commission, and the customer stays yours. - **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 1132 of 4114 in New York cafes and bars. Top 28% 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% | yes | | Publish the menu or price list as HTML | 95% | no | | 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 | 23% | no | Nearest places in the index: Haswell Green's (B, 3 m, https://directindex.org/r/haswellgreens.com); Winnie's (B, 7 m, https://directindex.org/r/winniesbroadway.com); Big Apple Browns Backers of NYC (F, 7 m, https://directindex.org/r/bigapplebrowns.com); Cuba Lounge (B, 17 m, https://directindex.org/r/victorscafe.com); Beast & Butterflies (A, 46 m, https://directindex.org/r/beastandbutterfliesnyc.com); SuperNova (F, 52 m, https://directindex.org/r/supernovany.com); Saar Indian Cuisine & Bar (A, 65 m, https://directindex.org/r/saarnyc.com); Sake Bar Hagi (C, 78 m, https://directindex.org/r/sakebar-hagi.com); McHale's Pub (B, 81 m, https://directindex.org/r/mchalespub.com); Mi Nidito (A, 85 m, https://directindex.org/r/miniditony.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 BentoBox 80% (86% A or B, 2256 sites); Sites using OpenTable 69% (51% A or B, 6152 sites); This site 69.2%. See what an AI agent reads on this site: https://directindex.org/r/pmacshospitality.com/agent-view ## Businesses like PMac's Hospitality Group 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 | 4114 | 48% | 27% | 69.2% | | Sites built with BentoBox in New York cafes and bars | 237 | 80% | 81% | 69.2% | | Sites using OpenTable in New York cafes and bars | 90 | 68% | 53% | 69.2% | | Sites built with BentoBox and using OpenTable in New York cafes and bars | 13 | 82% | 92% | 69.2% | The best of the sites built with BentoBox and using OpenTable in New York cafes and bars: Cafe Paradiso (A 95.4%, https://directindex.org/r/cafeparadisonyc.com); Madame George (A 92.3%, https://directindex.org/r/madamegeorgenyc.com); The Grey Dog - Columbus Circle (A 92.3%, https://directindex.org/r/thegreydog.com); Union Square Cafe (A 90.8%, https://directindex.org/r/unionsquarecafe.com); Apotheke NoMad (B 83.1%, https://directindex.org/r/apothekemixology.com). With the two fixes above (No menu or price list found; Structured data is incomplete), the score would be about 87.7%. That would be 248th of 4,114 in New York cafes and bars, up from 1132nd. ## The direct record What agents get for PMac's Hospitality Group, as JSON: https://directindex.org/api/direct/pmacshospitality.com - Book: https://www.opentable.com/widget/reservation/loader?rid=1326514&rid=1473535&rid=269122&rid=1411927&rid=1015702&rid=1387666&rid=1347988&rid=333217&rid=1270645&rid=478183&rid=348943&rid=1467394&rid=732586&type=multi&theme=standard&color=2&dark=true&iframe=true&domain=com&lang=en-US&newtab=false&ot_source=PMACs%20Website&cfe=true (vendor on own site: OpenTable; found by the scan of 2026-10-23, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: +19179975339 - Stable links that count: https://directindex.org/go/pmacshospitality.com/book ## 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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 10 | 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/pmacshospitality.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/pmacshospitality.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/pmacshospitality.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=pmacshospitality.com&force=1