# Kansha: Agent-Direct Score C (60%) Site: https://kanshanyc.com/ Report: https://directindex.org/r/kanshanyc.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.) Kansha is partly visible to agents. An AI assistant can open Kansha's website. What Kansha offers is in a PDF or an image, and assistants read those badly. To book or order, it is sent to Resy, a marketplace. ## Direct links - Order directly: https://app.squareup.com/gift/ML4RPEMA1TQHE/order (through square acting for the business) - Menu: https://assets.zyrosite.com/AMqxp3Bkz7hQkWE6/menu-dec-2025_kansha-aVPCtrXMJFbSaXo5.pdf - Phone: +16468337033 - Address: 1312 Madison Ave, 10128, New York ## Nearby, also direct Places near Kansha that take a booking or an order on their own website, with no marketplace in between. - Hiramasa (0 m): https://directindex.org/r/hiramasasushi.com - Pascalou (20 m): https://directindex.org/r/pascalou.info - Island (40 m): https://directindex.org/r/islandny.com - Noglu (210 m): https://directindex.org/r/noglu.fr - Emperor Dumpling (320 m): https://directindex.org/r/nydumpling.com ## 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Booking only through resy.** (+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 - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai - **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. ``` # Kansha > local business in 1312 Madison Ave, 10128, New York, New York. Phone +16468337033. ## Book or order directly - Order: https://app.squareup.com/gift/ML4RPEMA1TQHE/order (through square acting for the business) - Menu: https://assets.zyrosite.com/AMqxp3Bkz7hQkWE6/menu-dec-2025_kansha-aVPCtrXMJFbSaXo5.pdf ## About - Website: https://kanshanyc.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. - **Ordering through square on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 5204 of 11180 in New York. Top 47% 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% | no | | 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: Hiramasa (C, 3 m, https://directindex.org/r/hiramasasushi.com); Pascalou (C, 16 m, https://directindex.org/r/pascalou.info); Island (A, 41 m, https://directindex.org/r/islandny.com); Gina La Fornarina (C, 155 m, https://directindex.org/r/ginanyc.com); Noglu (A, 211 m, https://directindex.org/r/noglu.fr); Paola's Osteria (C, 261 m, https://directindex.org/r/paolasosteria.com); LaRustica (B, 316 m, https://directindex.org/r/orderlarusticapizza.com); Sfoglia (D, 317 m, https://directindex.org/r/sfogliarestaurant.com); Emperor Dumpling (C, 319 m, https://directindex.org/r/nydumpling.com); Bonjour Mixeur (F, 320 m, https://directindex.org/r/bonjourmixeur.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. Kansha wasn't one of them. See who was named: https://directindex.org/city/new-york/recommended Compared with its peers: Sites using Resy 67% (44% A or B, 2728 sites); Sites using Square 65% (41% A or B, 5073 sites); This site 60%. See what an AI agent reads on this site: https://directindex.org/r/kanshanyc.com/agent-view ## Businesses like Kansha in New York | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in New York | 11180 | 52% | 34% | 60% | | Sites using Resy in New York | 971 | 68% | 45% | 60% | The best of the sites using Resy in New York: Adrianna's Pizzeria (A 100%, https://directindex.org/r/adriennespizzabar.com); Angelina's (A 100%, https://directindex.org/r/angelinasristorante.com); Black Iris (A 100%, https://directindex.org/r/blackirisny.com); Casa Louie (A 100%, https://directindex.org/r/casalouienyc.com); Cross Road BK (A 100%, https://directindex.org/r/crossroadbk.com). With the three fixes above (No structured data for the business; Booking only through resy; Menu or price list is a PDF), the score would be about 95.4%. That would be 343rd of 11,180 in New York, up from 5204th. ## The direct record What agents get for Kansha, as JSON: https://directindex.org/api/direct/kanshanyc.com - Book: none on record - Order: https://app.squareup.com/gift/ML4RPEMA1TQHE/order (vendor on own site: Square; found by the scan of 2026-10-23, not yet tested) - Menu: https://assets.zyrosite.com/AMqxp3Bkz7hQkWE6/menu-dec-2025_kansha-aVPCtrXMJFbSaXo5.pdf (pdf; from the scan) - Hours: none on record - Phone: +16468337033 - Stable links that count: https://directindex.org/go/kanshanyc.com/order, https://directindex.org/go/kanshanyc.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): yes - 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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 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/kanshanyc.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 Keep watching this business (https://directindex.org/r/kanshanyc.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/kanshanyc.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=kanshanyc.com&force=1