# カレーショップミンガス: Agent-Direct Score D (44.6%) Site: http://ai-sakai.com/mingus Report: https://directindex.org/r/ai-sakai.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.) カレーショップミンガス is hard for agents to use. An AI assistant can open カレーショップミンガス's website. What カレーショップミンガス offers is in a PDF or an image, and assistants read those badly. It can't find a link to book or order online. ## Direct links - Menu: https://ai-sakai.com/wp-content/uploads/2026/01/3baf27f90a0cb1408d1604271c7ee1e7.pdf - Phone: +81663417433 - Address: 北区梅田3丁目大阪駅前地下街7, 530-0001, 大阪市北区 ## Nearby, also direct Places near カレーショップミンガス that take a booking or an order on their own website, with no marketplace in between. - 梅田 なだ万茶寮 (130 m): https://directindex.org/r/nadaman.co.jp - 博多 華味鳥 梅田西館 (140 m): https://directindex.org/r/hakatahanamidori.co.jp ## 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 - **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 ## 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, 13% 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. ``` # カレーショップミンガス > local business (japanese) in 北区梅田3丁目大阪駅前地下街7, 530-0001, 大阪市北区, Osaka. Phone +81663417433. ## Book or order directly - Menu: https://ai-sakai.com/wp-content/uploads/2026/01/3baf27f90a0cb1408d1604271c7ee1e7.pdf ## About - Website: http://ai-sakai.com/mingus - 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. ## Where it stands 1260 of 3292 in Osaka. Top 38% 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 | 63% | no | | Publish the menu or price list as HTML | 79% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes | | Structured data with address, phone and hours | 24% | no | | Have an llms.txt | 15% | no | Nearest places with a similar menu: 肉と魚がうまい酒場 ニューツルマツ Kitte 大阪店 (D, 23 m, https://directindex.org/r/new-tsurumatsu-6.com); めん処つるはんkitte大阪店 (F, 25 m, https://directindex.org/r/tsuruhan.jp); 天下統一ラーメンバトル2017 (F, 67 m, https://directindex.org/r/ramen-battle.com); Ishi-usubiki Nihachi Soba Sobashiki LUCUA Osaka (F, 79 m, https://directindex.org/r/lucua.jp); ゼックスウエスト 炙り焼き＆寿司 アン (D, 103 m, https://directindex.org/r/xexgroup.jp); 宮崎尾崎牛鉄板焼き 吟梅田ヒルトンプラザウエスト (B, 106 m, https://directindex.org/r/cosmicdiner.jp); 梅田 なだ万茶寮 (B, 126 m, https://directindex.org/r/nadaman.co.jp); 博多 華味鳥 梅田西館 (C, 138 m, https://directindex.org/r/hakatahanamidori.co.jp); 焼肉トラジ 大阪ヒルトンプラザ ウエスト店 (C, 146 m, https://directindex.org/r/ebisu-toraji.com); 夕霧そば瓢亭 バルチカ03店 (F, 153 m, https://directindex.org/r/hyoutei-soba.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 12 everyday questions about Osaka and named 61 places. カレーショップミンガス wasn't one of them. See who was named: https://directindex.org/city/osaka/recommended Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); This site 44.6%. See what an AI agent reads on this site: https://directindex.org/r/ai-sakai.com/agent-view ## Businesses like カレーショップミンガス in Osaka | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Osaka | 3292 | 37% | 7% | 44.6% | | Sites built with WordPress in Osaka | 983 | 51% | 12% | 44.6% | The best of the sites built with WordPress 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); 新世界串カツ いっとく 難波千日前 (A 100%, https://directindex.org/r/ittoku94.co.jp). With the three fixes above (No structured data for the business; No booking or ordering link on the website; Menu or price list is a PDF), the score would be about 95.4%. That would be 8th of 3,292 in Osaka, up from 1260th. ## The direct record What agents get for カレーショップミンガス, as JSON: https://directindex.org/api/direct/ai-sakai.com - Book: none on record - Order: none on record - Menu: https://ai-sakai.com/wp-content/uploads/2026/01/3baf27f90a0cb1408d1604271c7ee1e7.pdf (pdf; from the scan) - Hours: none on record - Phone: +81663417433 - Stable links that count: https://directindex.org/go/ai-sakai.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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 4 | 25 | | Actionable | 0 | 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/ai-sakai.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/ai-sakai.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/ai-sakai.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=ai-sakai.com&force=1