# GRACE MAN CAFE: Agent-Direct Score C (67.7%) Site: https://grace-man-cafe.jp/ Report: https://directindex.org/r/grace-man-cafe.jp Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) GRACE MAN CAFE is partly visible to agents. An AI assistant can open GRACE MAN CAFE's website. It can read what GRACE MAN CAFE offers. To book or order, it is sent to HotPepper, a marketplace. ## Direct links - Menu: https://grace-man-cafe.jp/menu/ - Phone: 0664541166 - Hours, from OpenStreetMap · Overture Maps: Mon–Sun 10:00–20:00 ## Nearby, also direct Places near GRACE MAN CAFE that take a booking or an order on their own website, with no marketplace in between. - 大阪ゲストハウス由苑 (70 m): https://directindex.org/r/u-en.jp ## What to fix first - **Booking only through hotpepper.** (+12 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 - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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, 11% 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. ``` # GRACE MAN CAFE > cafe or coffee shop in Osaka cafes and bars. Phone 0664541166. ## Book or order directly - Menu: https://grace-man-cafe.jp/menu/ ## Opening hours 10:00-20:00 ## About - Website: https://grace-man-cafe.jp/ - 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. - **Structured data found (Organization).** no address, phone or hours in it - **Menu or price list is an HTML page.** Agents can read the items and prices. ## Where it stands 131 of 1880 in Osaka cafes and bars. Top 7% 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 | 64% | no | | Publish the menu or price list as HTML | 70% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 88% | yes | | Structured data with address, phone and hours | 25% | no | | Have an llms.txt | 17% | no | Nearest places in the index: Japanese Sake Pairing Bar Potan (F, 24 m, https://directindex.org/r/potan.jp); 大阪ゲストハウス由苑 (B, 72 m, https://directindex.org/r/u-en.jp); MONDIAL KAFFEE 328 Gold Rush (D, 87 m, https://directindex.org/r/mondial-kaffee328.com); 小さなビアパブ KOPTA (F, 106 m, https://directindex.org/r/hatenadiary.org); 鍬焼きと日本酒内山田 (F, 155 m, https://directindex.org/r/uchiyamada.com); ワインウエアハウス 大阪堂島 (D, 174 m, https://directindex.org/r/wwh.jp); Art Beat Cafe NAKANOSHIMA (D, 178 m, https://directindex.org/r/asahi.co.jp); コズミック長屋バー (F, 185 m, https://directindex.org/r/nagaya-bar.com); スタジオクートカフェ (F, 186 m, https://directindex.org/r/coote.club); Mamezo&Cafe中之島店 (F, 187 m, https://directindex.org/r/mamezo.co.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 cafes and bars and named 82 places. GRACE MAN CAFE wasn't one of them. See who was named: https://directindex.org/city/osaka-cafes-bars/recommended Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); Sites using HotPepper 50% (5% A or B, 1425 sites); This site 67.7%. See what an AI agent reads on this site: https://directindex.org/r/grace-man-cafe.jp/agent-view ## Businesses like GRACE MAN CAFE in Osaka cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Osaka cafes and bars | 1880 | 35% | 6% | 67.7% | | Sites built with WordPress in Osaka cafes and bars | 546 | 49% | 10% | 67.7% | | Sites using HotPepper in Osaka cafes and bars | 32 | 52% | 9% | 67.7% | | Sites built with WordPress and using HotPepper in Osaka cafes and bars | 14 | 53% | 7% | 67.7% | The best of the sites built with WordPress and using HotPepper in Osaka cafes and bars: いっとく (A 95.4%, https://directindex.org/r/ittoku94.co.jp); 南の島酒場てりとりー (C 57.4%, https://directindex.org/r/okinawasakaba-territory-umeda.com); 沖縄酒場ハンチカてりとりー (C 57.4%, https://directindex.org/r/okinawasakaba-territory-namba.com); NAMBA BEERGARDEN (C 55.4%, https://directindex.org/r/osusumeya.co.jp); しろくまストア 西九条店 (C 55.4%, https://directindex.org/r/shirokumastore.com). With the two fixes above (Booking only through hotpepper; Structured data is incomplete), the score would be about 95.4%. That would be 8th of 1,880 in Osaka cafes and bars, up from 131st. ## The direct record What agents get for GRACE MAN CAFE, as JSON: https://directindex.org/api/direct/grace-man-cafe.jp - Book: none on record - Order: none on record - Menu: https://grace-man-cafe.jp/menu/ (html_page; from the scan) - Hours: 10:00-20:00 (open now) (from OpenStreetMap) - Phone: 0664541166 - Stable links that count: https://directindex.org/go/grace-man-cafe.jp/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 - Vendor terms for agents, HotPepper: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. Found one hop past the home page: menu page /menu/: almost no text without JavaScript. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 16 | 25 | | Actionable | 3 | 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/grace-man-cafe.jp - 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: yes Keep watching this business (https://directindex.org/r/grace-man-cafe.jp/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/grace-man-cafe.jp/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=grace-man-cafe.jp&force=1