# White Box: Agent-Direct Score C (67.7%) Site: http://www.whitebox.co.th/ Report: https://directindex.org/r/whitebox.co.th Scanned: 2026-11-12 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) White Box is partly visible to agents. An AI assistant can open White Box's website. It can read what White Box offers. To book or order, it is sent to chope, a marketplace. ## Direct links - Menu: https://whitebox.co.th/menu/ - Phone: +6676346271 - Its menu mentions: a lunch or set menu ## Nearby, also direct Places near White Box that take a booking or an order on their own website, with no marketplace in between. - Manaina (470 m): https://directindex.org/r/nainaresortandspa.com - Pinnacle Sky Bar (470 m): https://directindex.org/r/novotelphuket.com - Meg Khram The Sunshine (980 m): https://directindex.org/r/megkhramthesunshine.com ## What to fix first - **Booking only through chope.** (+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 ## 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. ``` # White Box > restaurant in Phuket. Phone +6676346271. ## Book or order directly - Menu: https://whitebox.co.th/menu/ ## About - Website: http://www.whitebox.co.th/ - 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 161 of 520 in Phuket. Top 31% 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 | 91% | no | | Publish the menu or price list as HTML | 84% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes | | Structured data with address, phone and hours | 68% | no | | Have an llms.txt | 34% | no | Nearest places in the index: Truffle Bar Phuket (D, 6 m, https://directindex.org/r/truffleat.co.th); Acqua (D, 213 m, https://directindex.org/r/acquarestaurantphuket.com); Manaina (C, 473 m, https://directindex.org/r/nainaresortandspa.com); Pinnacle Sky Bar (A, 473 m, https://directindex.org/r/novotelphuket.com); El Gaucho Argentinian Steakhouse (F, 628 m, https://directindex.org/r/elgaucho.asia); Marush By The Beach (C, 662 m, https://directindex.org/r/netlify.app); The Boat Cafe & Restaurant (D, 724 m, https://directindex.org/r/patonglodgehotel.com); Thai Taste Restaurant (D, 886 m, https://directindex.org/r/kalimaresort.com); Sea Salt Lounge & Grill (C, 914 m, https://directindex.org/r/seasaltpatong.com); Meg Khram The Sunshine (B, 984 m, https://directindex.org/r/megkhramthesunshine.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 22 everyday questions about Phuket and named 105 places. White Box wasn't one of them. See who was named: https://directindex.org/city/phuket/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 259325 sites); Sites using Chope 60% (24% A or B, 106 sites); This site 67.7%. See what an AI agent reads on this site: https://directindex.org/r/whitebox.co.th/agent-view ## Businesses like White Box in Phuket | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Phuket | 520 | 53% | 27% | 67.7% | | Sites built with WordPress in Phuket | 198 | 59% | 30% | 67.7% | | Sites using Chope in Phuket | 6 | 55% | 33% | 67.7% | | Sites built with WordPress and using Chope in Phuket | 1 | 68% | 0% | 67.7% | The best of the sites using Chope in Phuket: Aja Bistro & Bar (B 72.3%, https://directindex.org/r/ajabistro.com); ครัวธรรมชาติ NaturalRestaurant Airport (B 70.8%, https://directindex.org/r/naturalphuket.com); Siam Supper Club (D 53.8%, https://directindex.org/r/siamsupperclub.com); Climax Poolside Bar and Grill (D 49.2%, https://directindex.org/r/absoluteresorts.com); Panwa House (F 16.9%, https://directindex.org/r/capepanwa.com). With the two fixes above (Booking only through chope; Structured data is incomplete), the score would be about 95.4%. That would be 9th of 520 in Phuket, up from 161st. ## The direct record What agents get for White Box, as JSON: https://directindex.org/api/direct/whitebox.co.th - Book: none on record - Order: none on record - Menu: https://whitebox.co.th/menu/ (html_page; from the scan) - Hours: none on record - Phone: +6676346271 - Stable links that count: https://directindex.org/go/whitebox.co.th/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, Chope: 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. ## 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/whitebox.co.th - 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/whitebox.co.th/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/whitebox.co.th/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=whitebox.co.th&force=1