# Good Coffee Please: Agent-Direct Score F (20.5%) Site: http://www.good-coffeeplease.com Report: https://directindex.org/r/good-coffeeplease.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.) Good Coffee Please is largely invisible to agents. Some AI assistants are turned away by Good Coffee Please's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online. ## Direct links - Phone: 6635 8708 - Address: Ng Teng Fong General Hospital, 1 Jurong East Street 21, Tower A, #02-28, Singapore ## Nearby, also direct Places near Good Coffee Please that take a booking or an order on their own website, with no marketplace in between. - An Açai Affair (450 m): https://directindex.org/r/anacaiaffair.com - Irvin's Salted Egg (470 m): https://directindex.org/r/eatirvins.sg - ZUS Coffee (510 m): https://directindex.org/r/zuscoffee.com - Vivavox Cafe (870 m): https://directindex.org/r/vivavox.com.sg ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). 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.** (+15 points) There's no link on the site for an agent to follow. 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 on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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 - **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 - **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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 Singapore, 10% 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. ``` # Good Coffee Please > local business in Ng Teng Fong General Hospital, 1 Jurong East Street 21, Tower A, #02-28, Singapore, Singapore cafes and bars. Phone 6635 8708. ## About - Website: http://www.good-coffeeplease.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.** There's no robots.txt, which means everything is allowed. ## Where it stands 918 of 1062 in Singapore cafes and bars. Top 86% 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 | 98% | no | | Publish the menu or price list as HTML | 83% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 98% | no | | Structured data with address, phone and hours | 35% | no | | Have an llms.txt | 51% | no | Nearest places in the index: Van Kafe (A, 250 m, https://directindex.org/r/vankafe.cafe); Glyph Supply Co. (D, 355 m, https://directindex.org/r/glyphsupply.co); An Açai Affair (A, 450 m, https://directindex.org/r/anacaiaffair.com); Irvin's Salted Egg (B, 472 m, https://directindex.org/r/eatirvins.sg); Re.juve Cold-Pressed Juices (F, 476 m, https://directindex.org/r/rejuve.sg); Heytea (F, 496 m, https://directindex.org/r/heytea.com); ZUS Coffee (D, 513 m, https://directindex.org/r/zuscoffee.com); Aiman Cafe (F, 783 m, https://directindex.org/r/zabihah.com); Vivavox Cafe (B, 869 m, https://directindex.org/r/vivavox.com.sg); First Hong Kong Cafe (F, 1101 m, https://directindex.org/r/diyi.com.sg). ## 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. See what an AI agent reads on this site: https://directindex.org/r/good-coffeeplease.com/agent-view ## Businesses like Good Coffee Please in Singapore cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Singapore cafes and bars | 1062 | 51% | 30% | 20.5% | The best of the businesses of the same kind in Singapore cafes and bars: British Indian Curry Hut (A 100%, https://directindex.org/r/britishindiancurryhut.sg); Fruicey (A 100%, https://directindex.org/r/fruicey.sg); Olá Açaí SG (A 100%, https://directindex.org/r/olaacai.sg); PEN & INC, Cafe & Bar, One-North (A 100%, https://directindex.org/r/penandinc.sg); Seng Coffee Bar (A 100%, https://directindex.org/r/sengcoffeebar.sg). With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found), the score would be about 77.4%. That would be 162nd of 1,062 in Singapore cafes and bars, up from 918th. ## The direct record What agents get for Good Coffee Please, as JSON: https://directindex.org/api/direct/good-coffeeplease.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: 6635 8708 ## 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 | 13.3 | 25 | | Readable | 0 | 25 | | Actionable | 0 | 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/good-coffeeplease.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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/good-coffeeplease.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/good-coffeeplease.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=good-coffeeplease.com&force=1