kopifellas.com.sg is mostly ready for agents.
Order directly: www.kopifellas.com.sg/preorder/ on the business's own site · Menu: www.kopifellas.com.sg/MenuLocation/
See what an AI agent reads on this site →
55 of 65 points available
agent-readiness level, Basic Web Presence
things to fix
Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.
Missing: address, telephone, opening hours. How to fix it
Optional today, cheap to add: a short text file describing the business for language models. How to fix it
No one is listed yet to fix this in Singapore. List your agency or yourself: free, reviewed by hand.
Builder: wordpress · Front: cloudflare
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on wordpress is in the guides.
One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Restaurant",
"name": "Kopifellas Cafe",
"url": "https://www.kopifellas.com.sg/",
"address": {
"@type": "PostalAddress",
"streetAddress": "Pasir Ris Central 7",
"postalCode": "519612",
"addressLocality": "Singapore"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 1.3742343,
"longitude": 103.9486246
},
"openingHours": "Mo-Su 08:00-21:00",
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [],
"opens": "08:00",
"closes": "21:00"
}
],
"servesCuisine": [
"singaporean",
"coffee shop"
],
"hasMenu": "https://www.kopifellas.com.sg/MenuLocation/",
"potentialAction": [
{
"@type": "OrderAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://www.kopifellas.com.sg/preorder/",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
}
}
]
}
</script>
Save as /llms.txt at the root of the site. Guide.
# Kopifellas Cafe > restaurant (singaporean, coffee shop) in Pasir Ris Central 7 519612 Singapore, Singapore. ## Book or order directly - Order: https://www.kopifellas.com.sg/preorder/ (on the business's own site) - Menu: https://www.kopifellas.com.sg/MenuLocation/ ## Opening hours Mo-Su 08:00-21:00 ## About - Website: https://www.kopifellas.com.sg/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Top 8% of the sites scanned in this index. Just above: Humpback B, Kei Kaisendon B. Just below: Lau Wang Claypot Delights B, Long Beach @ Robertson Quay B.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 88% | yes |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 47% | no |
| Have an llms.txt | 28% | no |
The top tenth is the 58 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with WordPress 36,794 sites | 58% | 28% | 84.6% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Lau Wang Claypot Delights chinese | 34 m | B | yes |
| Butahage japanese | 39 m | F | no |
| Yew Kee Specialities chinese | 40 m | D | no |
| Tai Er chinese | 41 m | F | no |
| Suparakki Ramen ramen | 45 m | F | no |
| Lao Huo Tang chinese | 56 m | D | no |
| Dunkin' donut, coffee_shop | 56 m | C | no |
| Nine Fresh Desserts Taiwan taiwanese, dessert | 58 m | B | yes |
| Crave Nasi Lemak malay | 84 m | C | yes |
| Lee Wee & Brothers singaporean | 84 m | D | no |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Singapore | 571 | 49% | 34% | 84.6% |
| Built with WordPress in Singapore | 197 | 66% | 52% | 84.6% |
Joo Bar Makegeolli Bar A 100% · 8 Korean BBQ A 92.5% · Bistecca A 90% · Fortuna Terrazza Cafe A 90% · Ministry of Crab Singapore A 90%
With the fix above (Structured data is incomplete) the score would be about 95.4%: 5th of 571 in Singapore, up from 48th.
This site appears in 2 cities (2 places on kopifellas.com.sg). Every city it is in →
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/kopifellas.com.sg, through the MCP tool direct_record and in the city feed /city/singapore/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | www.kopifellas.com.sg/preorder/ own site | found by the scan of 2026-10-14, not yet tested |
| Menu | www.kopifellas.com.sg/MenuLocation/ html_page | from the scan |
| Hours | Mo-Su 08:00-21:00 (open now) | from OpenStreetMap |
| Phone | none on record |
Stable links that count: /go/kopifellas.com.sg/order, /go/kopifellas.com.sg/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.
Owners: claim the business below to correct this record; the claim email carries the link.
Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.
| UCP profile /.well-known/ucp, Google and Shopify's Universal Commerce Protocol | not measured |
| ACP discovery document /.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol | not measured |
| 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 | not measured |
Not measured at this scan; the next scan measures it.
The next scan also reads the contact, menu and booking pages one hop deeper; facts found there can change the score.
The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to. Cloudflare's report.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | no how |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | yes |
Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/kopifellas.com.sg"><img src="https://directindex.org/badge/kopifellas.com.sg.svg" alt="Agent-Direct Score B" width="236" height="40"></a>
Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.
Deep report Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.