# Leaf Bar & Lounge: Agent-Direct Score A (87.7%) Site: http://www.leafbarandlounge.com/ Report: https://directindex.org/r/leafbarandlounge.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.) Leaf Bar & Lounge is ready for agents. An AI assistant can open Leaf Bar & Lounge's website. It can read what Leaf Bar & Lounge offers. It finds a way to book or order directly on the site. ## Direct links - Book directly: http://www.leafbarandlounge.com/reservations (on the business's own site) - Menu: http://www.leafbarandlounge.com/menu - Phone: +17188658158 - Address: 10th Floor - Roof of Hyatt Place Hotel, 133-42, 133-42 39th Ave STE H04, 11354, New York - Its menu mentions: vegetarian dishes ## Nearby, also direct Places near Leaf Bar & Lounge that take a booking or an order on their own website, with no marketplace in between. - Sheraton Club Lounge (110 m): https://directindex.org/r/marriott.com - Teapulse (130 m): https://directindex.org/r/teapulseusa.com ## What to fix first - **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **Structured data is incomplete.** (+2 points) Missing: telephone. 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. ``` # Leaf Bar & Lounge > local business in 10th Floor - Roof of Hyatt Place Hotel, 133-42, 133-42 39th Ave STE H04, 11354, New York, New York cafes and bars. Phone +17188658158. ## Book or order directly - Book: http://www.leafbarandlounge.com/reservations (on the business's own site) - Menu: http://www.leafbarandlounge.com/menu ## About - Website: http://www.leafbarandlounge.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 (LocalBusiness).** address, opening hours - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Booking on your own site.** Agents can book without going through a marketplace. ## Where it stands 274 of 4076 in New York cafes and bars. Top 7% 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% | 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: Mix Galore (F, 54 m, https://directindex.org/r/mixgalore.com); The Alley Friends One (F, 73 m, https://directindex.org/r/the-alley.us); YanYan Tea (F, 78 m, https://directindex.org/r/qq.com); Sheraton Club Lounge (D, 108 m, https://directindex.org/r/marriott.com); Teapulse (A, 126 m, https://directindex.org/r/teapulseusa.com); Sing Choi Kee 星财记 (D, 141 m, https://directindex.org/r/singchoikee.net); Soybean Chan Tofu Shop (F, 147 m, https://directindex.org/r/thecoffeeshopnyc.com); The Compass (D, 183 m, https://directindex.org/r/thecompassnyc.com); A+ Roof Bar (D, 185 m, https://directindex.org/r/theparchotel.com); Iswii By Angry Birds (F, 196 m, https://directindex.org/r/iswiibyangrybirds.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 Squarespace 63% (46% A or B, 18903 sites); This site 87.7%. See what an AI agent reads on this site: https://directindex.org/r/leafbarandlounge.com/agent-view ## Businesses like Leaf Bar & Lounge 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% | 87.7% | | Sites built with Squarespace in New York cafes and bars | 804 | 65% | 38% | 87.7% | The best of the sites built with Squarespace in New York cafes and bars: Lucky Tiger (A 100%, https://directindex.org/r/luckytigernyc.com); Sandwell (A 100%, https://directindex.org/r/getsandwell.com); Urbanspace Lexington (A 100%, https://directindex.org/r/hfbrandsandmarkets.com); Aussie Hole In The Wall Cafe & Cocktail Bar (A 95.4%, https://directindex.org/r/holeinthewallnyc.com); Le Petit Parisienne (A 95%, https://directindex.org/r/lepetitparisienusa.com). With the two fixes above (No working HTTPS; 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 274th. ## The direct record What agents get for Leaf Bar & Lounge, as JSON: https://directindex.org/api/direct/leafbarandlounge.com - Book: http://www.leafbarandlounge.com/reservations (own site; found by the scan of 2026-10-23, not yet tested) - Order: none on record - Menu: http://www.leafbarandlounge.com/menu (html_page; from the scan) - Hours: none on record - Phone: +17188658158 - Stable links that count: https://directindex.org/go/leafbarandlounge.com/book, https://directindex.org/go/leafbarandlounge.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 | 22 | 25 | | Readable | 20 | 25 | | Actionable | 15 | 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/leafbarandlounge.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/leafbarandlounge.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/leafbarandlounge.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=leafbarandlounge.com&force=1