# Rangoon - Chelsea: Agent-Direct Score B (77.4%) Site: https://www.rangoon.nyc/location/rangoon-chelsea/ Report: https://directindex.org/r/rangoon.nyc 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.) Rangoon - Chelsea is mostly ready for agents. Some AI assistants are turned away by Rangoon - Chelsea's website. It can read what Rangoon - Chelsea offers. To book or order, it is sent to OpenTable, a marketplace. ## Direct links - Order directly: https://www.rangoonchelsea.getsauce.com/ (through sauce acting for the business) - Menu: https://www.rangoon.nyc/chelsea/ - Phone: 9173495098 - Address: 158 8th Ave, 10011, New York - Its menu mentions: vegan options, vegetarian dishes, a lunch or set menu - Prices: 157 prices on the site, the middle one $15.00 ## Nearby, also direct Places near Rangoon - Chelsea that take a booking or an order on their own website, with no marketplace in between. - Asian Hong Kong (1.7 km): https://directindex.org/r/asianhongkongtogo.com ## What to fix first - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_429), ClaudeBot (http_429) 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 - **Booking only through opentable.** (+5 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+3 points) Missing: 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 - **The phone number on the site doesn't match the open map data.** The site shows +18483595989, but OpenStreetMap or Overture Maps lists 9173495098. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org. ## What the site tells visitors (Measured, not scored) - **157 prices on the landing page, the middle one $15.00.** In New York, the middle price of comparable sites that show prices is $14.00. ## 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 ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Rangoon - Chelsea > food establishment (asian fusion) in 158 8th Ave, 10011, New York, New York. Phone 9173495098. ## Book or order directly - Order: https://www.rangoonchelsea.getsauce.com/ (through sauce acting for the business) - Menu: https://www.rangoon.nyc/chelsea/ ## About - Website: https://www.rangoon.nyc/location/rangoon-chelsea/ - 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 (FoodEstablishment).** address, phone - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering through sauce on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 2256 of 11000 in New York. Top 21% 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% | yes | | Publish the menu or price list as HTML | 95% | yes | | 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 with a similar menu: Shanghai Mong (D, 1309 m, https://directindex.org/r/shanghaimongnyc.com); New York Roll'n Katsu (F, 1373 m, https://directindex.org/r/nyrollandkatsu.com); Asian Hong Kong (A, 1656 m, https://directindex.org/r/asianhongkongtogo.com); Itsu (D, 1672 m, https://directindex.org/r/itsu.com); Ninja Grill (F, 2770 m, https://directindex.org/r/ninjagrillnyc.com); NEW YUEWONG RESTAURANT 裕旺大饭店 (F, 2972 m, https://directindex.org/r/newyuewongrestaurant.com); Mantra (F, 3234 m, https://directindex.org/r/mantrainc.net). ## 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. Rangoon - Chelsea wasn't one of them. See who was named: https://directindex.org/city/new-york/recommended 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); Sites using Sauce 72% (59% A or B, 328 sites); This site 77.4%. See what an AI agent reads on this site: https://directindex.org/r/rangoon.nyc/agent-view ## Businesses like Rangoon - Chelsea in New York | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in New York | 11000 | 52% | 34% | 77.4% | | Sites built with BentoBox in New York | 532 | 83% | 89% | 77.4% | | Sites using OpenTable in New York | 350 | 70% | 52% | 77.4% | | Sites built with BentoBox and using OpenTable in New York | 45 | 82% | 91% | 77.4% | The best of the sites built with BentoBox and using OpenTable in New York: Bar Mexicana (A 95.4%, https://directindex.org/r/barmexicananyc.com); Oyamel (A 95.4%, https://directindex.org/r/oyamel.com); White Oak Tavern (A 92.3%, https://directindex.org/r/whiteoakny.com); Cafe Paradiso (A 90.8%, https://directindex.org/r/cafeparadisonyc.com); Millie's of Staten Island (A 90.8%, https://directindex.org/r/milliesoldworld.com). With the three fixes above (The server turns AI crawlers away at the door; Booking only through opentable; Structured data is incomplete), the score would be about 100%, which would be first of 11,000 in New York. ## The direct record What agents get for Rangoon - Chelsea, as JSON: https://directindex.org/api/direct/rangoon.nyc - Book: none on record - Order: https://www.rangoonchelsea.getsauce.com/ (vendor on own site: Sauce; found by the scan of 2026-10-23, not yet tested) - Menu: https://www.rangoon.nyc/chelsea/ (html_page; from the scan) - Hours: none on record - Phone: 9173495098 - Stable links that count: https://directindex.org/go/rangoon.nyc/order, https://directindex.org/go/rangoon.nyc/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 - Vendor terms for agents, Sauce: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. Found one hop past the home page: contact page /about/: address, telephone; menu page /chelsea/: menu schema. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 18.3 | 25 | | Readable | 22 | 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/rangoon.nyc - 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/rangoon.nyc/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/rangoon.nyc/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=rangoon.nyc&force=1