# 450 Park: Agent-Direct Score D (40.5%) Site: http://www.ps450.com Report: https://directindex.org/r/ps450.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.) 450 Park is hard for agents to use. Some AI assistants are turned away by 450 Park'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: (212) 826-0894 - Address: 450 Park Ave Frnt 1, 10022, New York ## Nearby, also direct Places near 450 Park that take a booking or an order on their own website, with no marketplace in between. - Il Mulino (100 m): https://directindex.org/r/imny.com - Nare Sushi (110 m): https://directindex.org/r/naresushi.com - 425 Restaurant by Jean-Georges (110 m): https://directindex.org/r/425parkrestaurant.com - Aquavit (110 m): https://directindex.org/r/aquavit.org - Murano Ristorante (120 m): https://directindex.org/r/muranonewyork.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 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 - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (challenge:attention required), ClaudeBot (challenge:attention required) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **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. ``` # 450 Park > organization in 450 Park Ave Frnt 1, 10022, New York, New York. Phone (212) 826-0894. ## About - Website: http://www.ps450.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. - **Structured data found (Organization).** no address, phone or hours in it ## Where it stands 6967 of 11000 in New York. Top 63% 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 | 100% | no | | Publish the menu or price list as HTML | 95% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | no | | Structured data with address, phone and hours | 59% | no | | Have an llms.txt | 25% | no | Nearest places in the index: Asellina (F, 94 m, https://directindex.org/r/asellina.com); Il Mulino (B, 104 m, https://directindex.org/r/imny.com); Nare Sushi (A, 105 m, https://directindex.org/r/naresushi.com); 425 Restaurant by Jean-Georges (A, 106 m, https://directindex.org/r/425parkrestaurant.com); Aquavit (B, 114 m, https://directindex.org/r/aquavit.org); Calvisius Caviar Lounge (C, 116 m, https://directindex.org/r/calvisiususa.com); Murano Ristorante (A, 120 m, https://directindex.org/r/muranonewyork.com); Crosstown Diner Corp (A, 130 m, https://directindex.org/r/crosstowndiner.com); Create And Go (B, 154 m, https://directindex.org/r/creategonewyork.com); Etrog (F, 157 m, https://directindex.org/r/etrognyc.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. The assistants were asked 13 everyday questions about New York and named 69 places. 450 Park wasn't one of them. See who was named: https://directindex.org/city/new-york/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 217120 sites); This site 40.5%. See what an AI agent reads on this site: https://directindex.org/r/ps450.com/agent-view ## Businesses like 450 Park in New York | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in New York | 11000 | 52% | 34% | 40.5% | | Sites built with WordPress in New York | 1841 | 61% | 37% | 40.5% | The best of the sites built with WordPress in New York: Aquarelle seafood & mediterranean east village restaurant NYC (A 100%, https://directindex.org/r/aquarellenyc.com); Bango Bowls (A 100%, https://directindex.org/r/bangobowls.com); Benihana - New York West (A 100%, https://directindex.org/r/benihana.com); Boulevard Pizza (A 100%, https://directindex.org/r/boulevardpizza.com); China King (A 100%, https://directindex.org/r/chinakingnc.com). 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 85.1%. That would be 1529th of 11,000 in New York, up from 6967th. ## The direct record What agents get for 450 Park, as JSON: https://directindex.org/api/direct/ps450.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: (212) 826-0894 ## 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 | 18.3 | 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/ps450.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 Keep watching this business (https://directindex.org/r/ps450.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/ps450.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=ps450.com&force=1