# Refuel Cafe: Agent-Direct Score D (53.4%) Site: http://www.refuel.sg/ Report: https://directindex.org/r/refuel.sg 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.) Refuel Cafe is hard for agents to use. Some AI assistants are turned away by Refuel Cafe's website. It can read what Refuel Cafe offers. It finds a way to book or order directly, through food.grab.com. ## Direct links - Menu: http://refuel.sg/#menu - Address: Bedok Reservoir Road 744 470744 Singapore ## Nearby, also direct Places near Refuel Cafe that take a booking or an order on their own website, with no marketplace in between. - Nasty Cookie (1.3 km): https://directindex.org/r/nastycookie.com - Buddy Hoagies Steak and Grill (1.6 km): https://directindex.org/r/buddyhoagies.com.sg - Compound Coffee Co. (1.8 km): https://directindex.org/r/compoundcoffee.com - Sofnade (2 km): https://directindex.org/r/sofnade.com ## 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 - **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Ordering only through foodora.** (+9 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/online-ordering-without-delivery-apps - **The server turns AI crawlers away at the door.** (+3.3 points) Requests as GPTBot (http_429) 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 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) - **The footer says © 2024.** Visitors and assistants may read that year as the last time anyone looked after the site. In Singapore, 69% of comparable sites that show a year say 2025 or later. ## 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. ``` # Refuel Cafe > cafe or coffee shop in Bedok Reservoir Road 744 470744 Singapore, Singapore cafes and bars. ## Book or order directly - Menu: http://refuel.sg/#menu ## About - Website: http://www.refuel.sg/ - 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. - **Menu or price list is an HTML page.** Agents can read the items and prices. ## Where it stands 515 of 1034 in Singapore cafes and bars. 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 | 98% | no | | Publish the menu or price list as HTML | 84% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 98% | no | | Structured data with address, phone and hours | 36% | no | | Have an llms.txt | 52% | no | Nearest places in the index: See Beh Ho Eating House 旺多福食阁 (D, 101 m, https://directindex.org/r/wixsite.com); Secret Hideout Cafe (D, 199 m, https://directindex.org/r/weebly.com); Nam Wah Coffee Shop (D, 792 m, https://directindex.org/r/mcdonalds.com.sg); Nasty Cookie (B, 1294 m, https://directindex.org/r/nastycookie.com); Mr Kopi (C, 1542 m, https://directindex.org/r/mrkopi.com.sg); Buddy Hoagies Steak and Grill (B, 1638 m, https://directindex.org/r/buddyhoagies.com.sg); Coffeesarang (C, 1651 m, https://directindex.org/r/coffeesarang.cafe); Phieu Bubble Tea (F, 1674 m, https://directindex.org/r/page.link); Compound Coffee Co. (B, 1783 m, https://directindex.org/r/compoundcoffee.com); Sofnade (A, 1951 m, https://directindex.org/r/sofnade.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. Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); Sites using foodora 55% (25% A or B, 71 sites); This site 53.4%. See what an AI agent reads on this site: https://directindex.org/r/refuel.sg/agent-view ## Businesses like Refuel Cafe in Singapore cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Singapore cafes and bars | 1034 | 51% | 30% | 53.4% | | Sites built with WordPress in Singapore cafes and bars | 254 | 58% | 34% | 53.4% | | Sites using foodora in Singapore cafes and bars | 4 | 55% | 0% | 53.4% | | Sites built with WordPress and using foodora in Singapore cafes and bars | 2 | 49% | 0% | 53.4% | The best of the sites using foodora in Singapore cafes and bars: Foreground Coffee (C 69.2%, https://directindex.org/r/foreground.sg); Café Santai By Enak Enak (Best Halal Cafe) (D 53.8%, https://directindex.org/r/cafesantai.com); Gelare Cafe (D 45.1%, https://directindex.org/r/gelare.com.sg). With the three fixes above (No structured data for the business; Booking through an unrecognised third party; Ordering only through foodora), the score would be about 100%, which would be first of 1,034 in Singapore cafes and bars. ## The direct record What agents get for Refuel Cafe, as JSON: https://directindex.org/api/direct/refuel.sg - Book: none on record - Order: none on record - Menu: http://refuel.sg/#menu (html_page; from the scan) - Hours: none on record - Phone: none on record - Stable links that count: https://directindex.org/go/refuel.sg/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 | 21.7 | 25 | | Readable | 7 | 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/refuel.sg - 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/refuel.sg/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/refuel.sg/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=refuel.sg&force=1