# Sunn's: Agent-Direct Score C (56.9%) Site: https://sunnsnyc.com Report: https://directindex.org/r/sunnsnyc.com Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Sunn's is partly visible to agents. ## Direct links - Order directly: https://app.squareup.com/gift/MLF2VPAQFZ8NE/order (through square acting for the business) - Menu: https://sunnsnyc.com/api/menu - Phone: +1-917-540-0884 ## What to fix first - **No structured data for the business.** (+15 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). 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 - **Booking only through opentable.** (+5 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai - **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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. ``` # Sunn's > restaurant (korean) in New York. Phone +1-917-540-0884. ## Book or order directly - Order: https://app.squareup.com/gift/MLF2VPAQFZ8NE/order (through square acting for the business) - Menu: https://sunnsnyc.com/api/menu ## About - Website: https://sunnsnyc.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. - **Ordering through square on your own domain.** No marketplace commission, and the guest stays yours. ## Where it stands 2321 of 4270 in New York. Top 54% 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 | 100% | yes | | Publish the menu or price list as HTML | 99% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes | | Structured data with address, phone and hours | 50% | no | | Have an llms.txt | 13% | no | Nearest places with a similar menu: Ms. Yoo (D, 759 m, https://directindex.org/r/ms-yoo.com); KOBA Korean BBQ (F, 1428 m, https://directindex.org/r/kobakoreanbbq.com); Yubu (F, 1462 m, https://directindex.org/r/yubu.nyc); Ariari (B, 1491 m, https://directindex.org/r/ariarinyc.com); Appa’s Pizza (C, 1891 m, https://directindex.org/r/aftynforcongress.com); Odre (F, 1935 m, https://directindex.org/r/odrenyc.com); Gen Korean BBQ House (B, 2106 m, https://directindex.org/r/genkoreanbbq.com); Bokki (D, 2444 m, https://directindex.org/r/bokkiseoul.com); Tiger Box (F, 2536 m, https://directindex.org/r/tigerboxtogo.com); Oiji Mi (B, 2810 m, https://directindex.org/r/oijimi.com). ## 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. Against its peers: Sites using OpenTable 67% (42% A or B, 1440 sites); Sites using Square 69% (48% A or B, 779 sites); This site 56.9%. See what an AI agent reads on this site: https://directindex.org/r/sunnsnyc.com/agent-view ## Businesses like Sunn's in New York | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in New York | 4270 | 52% | 40% | 56.9% | | Using OpenTable in New York | 154 | 73% | 57% | 56.9% | The best of Using OpenTable in New York: Antoya Korean BBQ (A 100%, https://directindex.org/r/anto.com); Bar Mexicana (A 95.4%, https://directindex.org/r/barmexicananyc.com); Hill Country Barbecue Market (A 95.4%, https://directindex.org/r/hillcountry.com); Jane Doe (A 95.4%, https://directindex.org/r/janedoejc.com); Persepolis (A 93.8%, https://directindex.org/r/persepolisnewyork.com). With the three fixes above (No structured data for the business; Booking only through opentable; Menu or price list is a PDF) the score would be about 92.3%: 229th of 4,270 in New York, up from 2321st. ## The direct record What agents get for Sunn's, as JSON: https://directindex.org/api/direct/sunnsnyc.com - Book: none on record - Order: https://app.squareup.com/gift/MLF2VPAQFZ8NE/order (vendor on own site: Square; found by the scan of 2026-10-14, not yet tested) - Menu: https://sunnsnyc.com/api/menu (pdf; from the scan) - Hours: none on record - Phone: +1-917-540-0884 - Stable links that count: https://directindex.org/go/sunnsnyc.com/order, https://directindex.org/go/sunnsnyc.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): not measured - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured - 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): not measured - Vendor terms for agents, Square: Yes. Square takes orders placed in ChatGPT and Claude for US food sellers since 1 July 2026 with no seller setup; its Buyer Account Terms still bar robots and scrapers from accessing Block systems. Read 2026-10-15: https://squareup.com/us/en/press/claude-chatgpt-integrations Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 23 | 25 | | Readable | 4 | 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/sunnsnyc.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/sunnsnyc.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 · Rescan now: https://directindex.org/scan?url=sunnsnyc.com&force=1