# Orion Bar: Agent-Direct Score D (49.2%) Site: https://www.orion-bar.com/ Report: https://directindex.org/r/orion-bar.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.) Orion Bar is hard for agents to use. ## Direct links - Menu: https://www.orion-bar.com/menu ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **No booking or ordering path at all.** (+15 points) Agents have nothing to act on. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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. ``` # Orion Bar > bar or pub in Suydam Street 157, New York cafes and bars. ## Book or order directly - Menu: https://www.orion-bar.com/menu ## About - Website: https://www.orion-bar.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. - **Menu or price list is an HTML page.** Agents can read items and prices directly. ## Since the scan of 2026-10-14 (D then) - Fixed: nothing - New: nothing ## Where it stands 891 of 1612 in New York cafes and bars. Top 55% 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 | 98% | no | | Publish the menu or price list as HTML | 96% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 99% | yes | | Structured data with address, phone and hours | 24% | no | | Have an llms.txt | 11% | no | Nearest places in the index: Lazy Suzy Cafe & Shop (F, 111 m, https://directindex.org/r/lazysuzycafe.com); Bushwick Bakery (B, 136 m, https://directindex.org/r/bushwick-bakery.com); Alphaville (F, 159 m, https://directindex.org/r/alphavillebk.com); Mood Ring (D, 165 m, https://directindex.org/r/moodringnyc.com); Keybar (A, 248 m, https://directindex.org/r/keybar.com); Cilantro Club (F, 252 m, https://directindex.org/r/joincilantro.club); 101 Wilson Bar (F, 264 m, https://directindex.org/r/101wilson.com); Obscure Coffee Roasters (F, 405 m, https://directindex.org/r/obscure.coffee); Hart Bar (B, 427 m, https://directindex.org/r/hartbarnyc.com); Yours Sincerely (C, 449 m, https://directindex.org/r/yourssincerely.co). ## 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 49%, 2026-10-15 49%. Against its peers: Sites built with Squarespace 65% (48% A or B, 7098 sites); This site 49.2%. See what an AI agent reads on this site: https://directindex.org/r/orion-bar.com/agent-view ## Businesses like Orion Bar in New York cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in New York cafes and bars | 1612 | 46% | 30% | 49.2% | | Built with Squarespace in New York cafes and bars | 403 | 67% | 46% | 49.2% | The best of Built with Squarespace in New York cafes and bars: Analogue (A 100%, https://directindex.org/r/analoguenyc.com); Sandwell (A 100%, https://directindex.org/r/getsandwell.com); Le Petit Parisienne (A 95%, https://directindex.org/r/lepetitparisienusa.com); Osamil (A 95%, https://directindex.org/r/osamil.com); Pitanga (A 95%, https://directindex.org/r/pitangabk.com). With the two fixes above (No structured data for the business; No booking or ordering path at all) the score would be about 95.4%: 8th of 1,612 in New York cafes and bars, up from 891st. ## The direct record What agents get for Orion Bar, as JSON: https://directindex.org/api/direct/orion-bar.com - Book: none on record - Order: none on record - Menu: https://www.orion-bar.com/menu (html_page; from the scan) - Hours: none on record - Phone: none on record - Stable links that count: https://directindex.org/go/orion-bar.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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 7 | 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/orion-bar.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: no Deep report: https://directindex.org/r/orion-bar.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 ยท Rescan now: https://directindex.org/scan?url=orion-bar.com&force=1