# Joe's Kitchen Thai Cuisine: Agent-Direct Score D (40.5%) Site: http://www.joesthaikitchen.com/ Report: https://directindex.org/r/joesthaikitchen.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.) Joe's Kitchen Thai Cuisine is hard for agents to use. Some AI assistants are turned away by Joe's Kitchen Thai Cuisine's website. What Joe's Kitchen Thai Cuisine offers is on another site. It finds a way to book or order directly, through tradeassurance.alibaba.com. ## Direct links - Phone: 6270 8484 - Address: 125 Bukit Merah Lane 1, #01-182, 150125, Singapore - Prices: 3 prices on the site, the middle one SGD 28.00 - Languages: English, Indonesian ## Nearby, also direct Places near Joe's Kitchen Thai Cuisine that take a booking or an order on their own website, with no marketplace in between. - Kin Hoi (2.5 km): https://directindex.org/r/kinhoi.sg - Sakon Thai Village @ Tiong Bahru Plaza (2.7 km): https://directindex.org/r/gv.com.sg - Singapore's Best Thai Restaurant (2.9 km): https://directindex.org/r/bestthai.com - SARAI Fine Thai (3.2 km): https://directindex.org/r/sarai.com.sg ## 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 - **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **Menu or price list is on another site.** (+5 points) The link goes to alibaba.com, so that site gets the credit and the visits. 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) - **3 prices on the landing page, the middle one SGD 28.00.** In Singapore, the middle price of comparable sites that show prices is SGD 21.50. ## 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. ``` # Joe's Kitchen Thai Cuisine > local business (thai) in 125 Bukit Merah Lane 1, #01-182, 150125, Singapore, Singapore. Phone 6270 8484. ## Book or order directly - Menu: https://biz.alibaba.com/order/list.htm?spm=a2700.7756200.b50006.d50006.7bd87ead9tGlwA&role=buyer&tradelog=from_orderlist_menu&menuCode=order_management_all_order_leaf_buyer ## About - Website: http://www.joesthaikitchen.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. ## Where it stands 1725 of 2549 in Singapore. Top 68% 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 | 97% | no | | Publish the menu or price list as HTML | 89% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 97% | no | | Structured data with address, phone and hours | 55% | no | | Have an llms.txt | 49% | no | Nearest places with a similar menu: E-Sarn Thai Corner (F, 1507 m, https://directindex.org/r/esarn.com.sg); Im Thai Kitchen (D, 1896 m, https://directindex.org/r/eatbook.sg); Parkway Thai @ Biopolis (C, 2405 m, https://directindex.org/r/parkwaybiopolis.com); Kin Hoi (A, 2517 m, https://directindex.org/r/kinhoi.sg); Sakon Thai Village @ Tiong Bahru Plaza (F, 2732 m, https://directindex.org/r/gv.com.sg); Singapore's Best Thai Restaurant (A, 2907 m, https://directindex.org/r/bestthai.com); Sanook Kitchen (C, 2981 m, https://directindex.org/r/sanookkitchen.com.sg); SARAI Fine Thai (A, 3197 m, https://directindex.org/r/sarai.com.sg); Fi Woodfire Thai ไฟ - Modern Thai Restaurant (C, 3955 m, https://directindex.org/r/fi-woodfire.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 Singapore and named 159 places. Joe's Kitchen Thai Cuisine wasn't one of them. See who was named: https://directindex.org/city/singapore/recommended See what an AI agent reads on this site: https://directindex.org/r/joesthaikitchen.com/agent-view ## Businesses like Joe's Kitchen Thai Cuisine in Singapore | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Singapore | 2549 | 54% | 34% | 40.5% | The best of the businesses of the same kind in Singapore: Akasa | Indian Restaurant Singapore (A 100%, https://directindex.org/r/akasa.sg); Alaturka (A 100%, https://directindex.org/r/alaturka.com.sg); Alijiang (A 100%, https://directindex.org/r/alijiang.com.sg); Armoury Steaks and Craft Beer (A 100%, https://directindex.org/r/armourysteaks.com); Artemis Grill and Sky Bar (A 100%, https://directindex.org/r/artemisgrill.com.sg). With the three fixes above (No structured data for the business; Ordering through an unrecognised third party; The server turns AI crawlers away at the door), the score would be about 87.7%. That would be 204th of 2,549 in Singapore, up from 1725th. ## The direct record What agents get for Joe's Kitchen Thai Cuisine, as JSON: https://directindex.org/api/direct/joesthaikitchen.com - Book: none on record - Order: none on record - Menu: https://biz.alibaba.com/order/list.htm?spm=a2700.7756200.b50006.d50006.7bd87ead9tGlwA&role=buyer&tradelog=from_orderlist_menu&menuCode=order_management_all_order_leaf_buyer (external; from the scan) - Hours: none on record - Phone: 6270 8484 - Stable links that count: https://directindex.org/go/joesthaikitchen.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 | 18.3 | 25 | | Readable | 2 | 25 | | Actionable | 6 | 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/joesthaikitchen.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/joesthaikitchen.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/joesthaikitchen.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=joesthaikitchen.com&force=1