# Koipy Singapore: Agent-Direct Score C (56.9%) Site: http://www.koipy.com/ Report: https://directindex.org/r/koipy.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.) Koipy Singapore is partly visible to agents. An AI assistant can open Koipy Singapore's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site. ## Direct links - Book directly: http://www.koipy.com/shop?privilege=reservation&language=en_us (on the business's own site) - Phone: +6567949114 - Address: 2 one-north Gtwy, 138502, Singapore - Languages: English ## Nearby, also direct Places near Koipy Singapore that take a booking or an order on their own website, with no marketplace in between. - Wok Palace (390 m): https://directindex.org/r/wokpalace.com.sg - Peach Garden @ The Metropolis (530 m): https://directindex.org/r/peachgarden.com.sg - Jiu Zhuang (2.3 km): https://directindex.org/r/jiu-zhuang.com - Nature Cafe (3 km): https://directindex.org/r/naturecafe.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 - **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **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. ``` # Koipy Singapore > local business (chinese) in 2 one-north Gtwy, 138502, Singapore, Singapore. Phone +6567949114. ## Book or order directly - Book: http://www.koipy.com/shop?privilege=reservation&language=en_us (on the business's own site) ## About - Website: http://www.koipy.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. - **Booking on your own site.** Agents can book without going through a marketplace. ## Where it stands 1284 of 2556 in Singapore. Top 50% 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% | yes | | Publish the menu or price list as HTML | 89% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes | | Structured data with address, phone and hours | 54% | no | | Have an llms.txt | 49% | no | Nearest places with a similar menu: Wok Palace (B, 389 m, https://directindex.org/r/wokpalace.com.sg); Coffee Hive (B, 481 m, https://directindex.org/r/thecoffeehive.com); Peach Garden @ The Metropolis (A, 529 m, https://directindex.org/r/peachgarden.com.sg); Hong Kong Street Old Chun Kee (C, 1487 m, https://directindex.org/r/oldchunkee.com); Jiu Zhuang (B, 2337 m, https://directindex.org/r/jiu-zhuang.com); Bao Gong XO Fish Head Bee Hoon (D, 2586 m, https://directindex.org/r/baogongxo.com); Koo Kee Yong Tow Foo Mee - Clementi Ave 3 (F, 2707 m, https://directindex.org/r/gaojifood.com); Nature Cafe (B, 3015 m, https://directindex.org/r/naturecafe.com.sg); Shan Dong Dong Ji La Mian Xiao Long Bao (West Coast) (F, 3372 m, https://directindex.org/r/shandongdongji.sg); Jia Xiang Sarawak Kolo Mee (F, 3576 m, https://directindex.org/r/take.app). ## 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 160 places. Koipy Singapore 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/koipy.com/agent-view ## Businesses like Koipy Singapore in Singapore | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Singapore | 2556 | 54% | 34% | 56.9% | 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; No menu or price list found; No working HTTPS), the score would be about 95.4%. That would be 46th of 2,556 in Singapore, up from 1284th. ## The direct record What agents get for Koipy Singapore, as JSON: https://directindex.org/api/direct/koipy.com - Book: http://www.koipy.com/shop?privilege=reservation&language=en_us (own site; found by the scan of 2026-10-22, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: +6567949114 - Stable links that count: https://directindex.org/go/koipy.com/book ## 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 | 0 | 25 | | Actionable | 15 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/koipy.com - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - 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/koipy.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/koipy.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 ยท Rescan now: https://directindex.org/scan?url=koipy.com&force=1