# Kanpai: Agent-Direct Score D (43.1%) Site: https://www.kanpaimilano.it/ Report: https://directindex.org/r/kanpaimilano.it 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.) Kanpai is hard for agents to use. ## Direct links - Phone: +39 02 38269862 ## 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). 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 - **No booking or ordering path at all.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Menu or price list lives on another site.** (+5 points) The link points to menumal.com, so the credit and the traffic go there. 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. ``` # Kanpai > restaurant (japanese) in Via Melzo 12 20129 Milano, Milan. Phone +39 02 38269862. ## Book or order directly - Menu: https://menu.menumal.com/kanpai?macro=memal_01JH8JEYF6BRH65ZGEJ2B77A4J&force=1 ## About - Website: https://www.kanpaimilano.it/ - 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 is no robots.txt, which allows everything. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. ## Where it stands 772 of 1120 in Milan. Top 69% 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 | 96% | no | | Publish the menu or price list as HTML | 89% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes | | Structured data with address, phone and hours | 29% | no | | Have an llms.txt | 23% | no | Nearest places with a similar menu: Neta (F, 267 m, https://directindex.org/r/dishubponorogo.com); Robata Kan (C, 757 m, https://directindex.org/r/robata-kan-milano.com); Tao poke & dimsum (C, 1074 m, https://directindex.org/r/linktr.ee); Xier (C, 1213 m, https://directindex.org/r/xier-milano.it); Sagami (C, 1239 m, https://directindex.org/r/sagami.it); Kanji Uno (F, 1302 m, https://directindex.org/r/kanjimilano.it); Ci (F, 1463 m, https://directindex.org/r/ristoranteci.it); Ramen House (D, 1569 m, https://directindex.org/r/ramenhouse.it); Il Vizio Milano (C, 1576 m, https://directindex.org/r/ristoranteilvizio.it); Yazawa (B, 1601 m, https://directindex.org/r/yazawa.it). ## 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. See what an AI agent reads on this site: https://directindex.org/r/kanpaimilano.it/agent-view ## Businesses like Kanpai in Milan | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Milan | 1120 | 51% | 28% | 43.1% | The best of Same kind in Milan: L'altra taverna (A 100%, https://directindex.org/r/laltrataverna.com); La Prosciutteria (A 100%, https://directindex.org/r/laprosciutteria.com); Marecrudo (A 100%, https://directindex.org/r/marecrudo.com); Ristorante Wu (A 100%, https://directindex.org/r/ristorantewu.com); 142 Restaurant (A 97.5%, https://directindex.org/r/142.restaurant). With the three fixes above (No structured data for the business; No booking or ordering path at all; Menu or price list lives on another site) the score would be about 92.3%: 16th of 1,120 in Milan, up from 772nd. ## The direct record What agents get for Kanpai, as JSON: https://directindex.org/api/direct/kanpaimilano.it - Book: none on record - Order: none on record - Menu: https://menu.menumal.com/kanpai?macro=memal_01JH8JEYF6BRH65ZGEJ2B77A4J&force=1 (external; from the scan) - Hours: none on record - Phone: +39 02 38269862 - Stable links that count: https://directindex.org/go/kanpaimilano.it/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 Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 23 | 25 | | Readable | 3 | 25 | | Actionable | 2 | 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/kanpaimilano.it - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - 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 Deep report: https://directindex.org/r/kanpaimilano.it/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 ยท Rescan now: https://directindex.org/scan?url=kanpaimilano.it&force=1