# Annapurna Bhavan: Agent-Direct Score C (66.2%) Site: http://annapurnabhavan.com Report: https://directindex.org/r/annapurnabhavan.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.) Annapurna Bhavan is partly visible to agents. An AI assistant can open Annapurna Bhavan's website. It can read what Annapurna Bhavan offers. It finds a way to book or order directly, through Sauce. ## Direct links - Order directly: https://www.getsauce.com/order/annapurna-bhavan/menu (through sauce acting for the business) - Menu: https://www.annapurnabhavan.com/menu/food - Phone: (212) 981-7000 - Address: 615 9th Ave, 10036, New York - Its menu mentions: vegan options, a children's menu - Prices: 8 prices on the site, the middle one $11.99 ## Nearby, also direct Places near Annapurna Bhavan that take a booking or an order on their own website, with no marketplace in between. - Dalton's Bar & Grill (20 m): https://directindex.org/r/daltonsbarnyc.com - Turco Mediterranean Grill (40 m): https://directindex.org/r/turconyc.com - Molyvos (60 m): https://directindex.org/r/molyvos.com - Marseille (60 m): https://directindex.org/r/marseillenyc.com - Red Poke (70 m): https://directindex.org/r/redpoke.com ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. 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 ## What the site tells visitors (Measured, not scored) - **8 prices on the landing page, the middle one $11.99.** 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. ``` # Annapurna Bhavan > local business in 615 9th Ave, 10036, New York, New York. Phone (212) 981-7000. ## Book or order directly - Order: https://www.getsauce.com/order/annapurna-bhavan/menu (through sauce acting for the business) - Menu: https://www.annapurnabhavan.com/menu/food ## About - Website: http://annapurnabhavan.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.** There's no robots.txt, which means everything is allowed. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **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 4172 of 11180 in New York. Top 37% 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% | yes | | Structured data with address, phone and hours | 59% | no | | Have an llms.txt | 25% | no | Nearest places in the index: Dalton's Bar & Grill (A, 15 m, https://directindex.org/r/daltonsbarnyc.com); Swift Eats (F, 20 m, https://directindex.org/r/swifteats.com); Turco Mediterranean Grill (A, 36 m, https://directindex.org/r/turconyc.com); BEA (D, 39 m, https://directindex.org/r/beanyc.com); Champion Pizza - Times Square (F, 48 m, https://directindex.org/r/championpizzatimessquare.com); Intermezzo (F, 49 m, https://directindex.org/r/intermezzony.com); Molyvos (A, 58 m, https://directindex.org/r/molyvos.com); Rudy's Bar & Grill (D, 61 m, https://directindex.org/r/rudysbarnyc.com); Marseille (B, 62 m, https://directindex.org/r/marseillenyc.com); Red Poke (B, 65 m, https://directindex.org/r/redpoke.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. Annapurna Bhavan wasn't one of them. See who was named: https://directindex.org/city/new-york/recommended Compared with its peers: Sites using Sauce 72% (59% A or B, 328 sites); This site 66.2%. See what an AI agent reads on this site: https://directindex.org/r/annapurnabhavan.com/agent-view ## Businesses like Annapurna Bhavan in New York | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in New York | 11180 | 52% | 34% | 66.2% | | Sites using Sauce in New York | 206 | 72% | 58% | 66.2% | The best of the sites using Sauce in New York: Casa Louie (A 100%, https://directindex.org/r/casalouienyc.com); Gyro City (A 100%, https://directindex.org/r/gyrocitynyc.com); Meetnmeatnyc (A 100%, https://directindex.org/r/meetandmeatbk.com); Pastasole (A 100%, https://directindex.org/r/pastasoleny.com); Pizza by Lucilles (A 100%, https://directindex.org/r/pizzabylucilles.com). With the fix above (No structured data for the business), the score would be about 87.7%. That would be 1209th of 11,180 in New York, up from 4172nd. ## The direct record What agents get for Annapurna Bhavan, as JSON: https://directindex.org/api/direct/annapurnabhavan.com - Book: none on record - Order: https://www.getsauce.com/order/annapurna-bhavan/menu (vendor on own site: Sauce; found by the scan of 2026-10-23, not yet tested) - Menu: https://www.annapurnabhavan.com/menu/food (html_page; from the scan) - Hours: none on record - Phone: (212) 981-7000 - Stable links that count: https://directindex.org/go/annapurnabhavan.com/order, https://directindex.org/go/annapurnabhavan.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 - 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. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 8 | 25 | | Actionable | 10 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/annapurnabhavan.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: no Keep watching this business (https://directindex.org/r/annapurnabhavan.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/annapurnabhavan.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=annapurnabhavan.com&force=1