# Szechwan Cuisine YIFU 四川料理 御馥 大阪マルビル本店: Agent-Direct Score F (30.8%) Site: http://www.huangs-dining.com Report: https://directindex.org/r/huangs-dining.com Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Szechwan Cuisine YIFU 四川料理 御馥 大阪マルビル本店 is largely invisible to agents. An AI assistant can open Szechwan Cuisine YIFU 四川料理 御馥 大阪マルビル本店's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online. ## Direct links - Phone: +81664564515 - Address: 大阪府大阪市北区梅田１丁目９−２０, 530-0001, 大阪市北区 ## Nearby, also direct Places near Szechwan Cuisine YIFU 四川料理 御馥 大阪マルビル本店 that take a booking or an order on their own website, with no marketplace in between. - Shinsekai (120 m): https://directindex.org/r/shinsenkaku.com - Shin Chugoku Ryori Harakawa Kitashinchi (240 m): https://directindex.org/r/kitashinchi-harakawa.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 - **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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) - **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Osaka, 14% of comparable sites declare one. ## 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. ``` # Szechwan Cuisine YIFU 四川料理 御馥 大阪マルビル本店 > local business (chinese) in 大阪府大阪市北区梅田１丁目９−２０, 530-0001, 大阪市北区, Osaka. Phone +81664564515. ## About - Website: http://www.huangs-dining.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. ## Where it stands 1954 of 2989 in Osaka. Top 65% 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 | 62% | no | | Publish the menu or price list as HTML | 77% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes | | Structured data with address, phone and hours | 26% | no | | Have an llms.txt | 17% | no | Nearest places with a similar menu: 華神 (C, 114 m, https://directindex.org/r/kashin-umeda.com); Shinsekai (B, 123 m, https://directindex.org/r/shinsenkaku.com); 中国料理ロドス (F, 222 m, https://directindex.org/r/senyo.co.jp); Shin Chugoku Ryori Harakawa Kitashinchi (B, 242 m, https://directindex.org/r/kitashinchi-harakawa.com); 敦煌北新地本店 (B, 262 m, https://directindex.org/r/tonkou-chuka.com); チャイナチューボー (F, 328 m, https://directindex.org/r/foodspalette.co.jp); 中菜Labo. 朝陽 (F, 388 m, https://directindex.org/r/cl-chouyou.com); 蓮心 (F, 418 m, https://directindex.org/r/renshin-osaka.com); 中華ダイニング ザイロン (F, 428 m, https://directindex.org/r/xylong.com); 梅蘭 バルチカ03店 (D, 432 m, https://directindex.org/r/bairan-tougen.jp). ## 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 12 everyday questions about Osaka and named 61 places. Szechwan Cuisine YIFU 四川料理 御馥 大阪マルビル本店 wasn't one of them. See who was named: https://directindex.org/city/osaka/recommended See what an AI agent reads on this site: https://directindex.org/r/huangs-dining.com/agent-view ## Businesses like Szechwan Cuisine YIFU 四川料理 御馥 大阪マルビル本店 in Osaka | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Osaka | 2989 | 36% | 7% | 30.8% | The best of the businesses of the same kind in Osaka: アカウシ (A 100%, https://directindex.org/r/steak-akaushi.com); パセミヤ (A 100%, https://directindex.org/r/pasania.osaka); 中津 和食とお酒 蒼 (A 100%, https://directindex.org/r/washokutoosake-ao.com); 天ぷら　ふか名 (A 100%, https://directindex.org/r/tempura-fukana.com); 琳蘭 (A 100%, https://directindex.org/r/rinran.net). With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found), the score would be about 87.7%. That would be 25th of 2,989 in Osaka, up from 1954th. ## The direct record What agents get for Szechwan Cuisine YIFU 四川料理 御馥 大阪マルビル本店, as JSON: https://directindex.org/api/direct/huangs-dining.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +81664564515 ## 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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 20 | 25 | | Readable | 0 | 25 | | Actionable | 0 | 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/huangs-dining.com - 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 Keep watching this business (https://directindex.org/r/huangs-dining.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/huangs-dining.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 · Rescan now: https://directindex.org/scan?url=huangs-dining.com&force=1