# Ta Pantry: Agent-Direct Score D (49.2%) Site: http://www.ta-pantry.com/ Report: https://directindex.org/r/ta-pantry.com Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Ta Pantry is hard for agents to use. An AI assistant can open Ta Pantry's website. It can read what Ta Pantry offers. It finds a phone number, but no link to book or order online. ## Direct links - Menu: https://www.ta-pantry.com/bon-voyage-boat-catering-menu/ - Phone: 25218121 - Address: No.1A Star Street, , wanChai| ## Nearby, also direct Places near Ta Pantry that take a booking or an order on their own website, with no marketplace in between. - Бар на 23 этаже (1.6 km): https://directindex.org/r/parklane.com.hk - Cristal Room (1.9 km): https://directindex.org/r/cristalroombyasp.com - REX Wine & Grill (2 km): https://directindex.org/r/rexwineandgrill.com.hk ## 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). 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.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. 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. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **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. ``` # Ta Pantry > local business (french) in No.1A Star Street, , wanChai|, Hong Kong. Phone 25218121. ## Book or order directly - Menu: https://www.ta-pantry.com/bon-voyage-boat-catering-menu/ ## About - Website: http://www.ta-pantry.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. - **Menu or price list is an HTML page.** Agents can read the items and prices. ## Where it stands 675 of 1491 in Hong Kong. Top 45% 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 | 87% | no | | Publish the menu or price list as HTML | 75% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 92% | yes | | Structured data with address, phone and hours | 25% | no | | Have an llms.txt | 43% | no | Nearest places with a similar menu: Le Blanc (F, 381 m, https://directindex.org/r/blanc.com.hk); Chouchou (C, 418 m, https://directindex.org/r/chouchou-hk.com); Maison ES (C, 622 m, https://directindex.org/r/maison-es.com); Tangram (B, 745 m, https://directindex.org/r/aki-hongkong-mgallery.com); Quayside (F, 1006 m, https://directindex.org/r/quaysidehongkong.com); Meta Stages 十八夢 (C, 1397 m, https://directindex.org/r/showeasyai-events.com.hk); Бар на 23 этаже (C, 1605 m, https://directindex.org/r/parklane.com.hk); Ami (C, 1792 m, https://directindex.org/r/ami-woodear.hk); Cristal Room (C, 1850 m, https://directindex.org/r/cristalroombyasp.com); REX Wine & Grill (D, 1983 m, https://directindex.org/r/rexwineandgrill.com.hk). ## 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 Hong Kong and named 87 places. Ta Pantry wasn't one of them. See who was named: https://directindex.org/city/hong-kong/recommended Compared with its peers: Sites built with WordPress 58% (29% A or B, 108921 sites); This site 49.2%. See what an AI agent reads on this site: https://directindex.org/r/ta-pantry.com/agent-view ## Businesses like Ta Pantry in Hong Kong | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Hong Kong | 1491 | 45% | 17% | 49.2% | | Sites built with WordPress in Hong Kong | 298 | 54% | 22% | 49.2% | The best of the sites built with WordPress in Hong Kong: Eatology (A 100%, https://directindex.org/r/eatologyasia.com); 鏞記酒家 Yung Kee Restaurant (A 100%, https://directindex.org/r/yungkee.com.hk); Cantina (A 95.4%, https://directindex.org/r/cantina.com.hk); Dim Sum Library (A 95.4%, https://directindex.org/r/dimsumlibrary.com.hk); Hutong (A 95.4%, https://directindex.org/r/hutong.com.hk). With the three fixes above (No structured data for the business; No booking or ordering link on the website; No working HTTPS), the score would be about 95.4%. That would be 7th of 1,491 in Hong Kong, up from 675th. ## The direct record What agents get for Ta Pantry, as JSON: https://directindex.org/api/direct/ta-pantry.com - Book: none on record - Order: none on record - Menu: https://www.ta-pantry.com/bon-voyage-boat-catering-menu/ (html_page; from the scan) - Hours: none on record - Phone: 25218121 - Stable links that count: https://directindex.org/go/ta-pantry.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 | 22 | 25 | | Readable | 8 | 25 | | Actionable | 2 | 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/ta-pantry.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/ta-pantry.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/ta-pantry.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=ta-pantry.com&force=1