Brawn & Brains Coffee
brawnandbrains.sg is ready for agents.
Order directly: www.brawnandbrains.sg/collections/espresso on the business's own site · Menu: www.brawnandbrains.sg/pages/cafe-orders
See what an AI agent reads on this site →
70 of 80 points available
agent-readiness level, Basic Web Presence
thing to fix
Action test, 2026-10-14: completed, an agent can reach the step before confirming. A Shopify widget renders on the page and can be used without a login.
Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.
What to fix first
- Structured data is incomplete +7 points
Missing: address, telephone, opening hours. How to fix it
No one is listed yet to fix this in Singapore cafes and bars. List your agency or yourself: free, reviewed by hand.
Already right
- robots.txt lets AI crawlers in No rule blocks the key AI user agents.
- AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- Structured data present (Organization) but without address, phone or hours
- Menu or price list is an HTML page Agents can read items and prices directly.
- Ordering on your own site Agents can order without a marketplace in the loop.
Builder: shopify · Front: cloudflare
What to paste
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on shopify is in the guides.
Structured data (JSON-LD)
One block in the page's <head>, or in the builder's custom-code slot. Replace anything that is wrong; add priceRange if you like. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "CafeOrCoffeeShop",
"name": "Brawn & Brains Coffee",
"url": "https://www.brawnandbrains.sg/",
"address": {
"@type": "PostalAddress",
"streetAddress": "Hamilton Road 16",
"postalCode": "209180"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 1.3112614,
"longitude": 103.8609813
},
"openingHours": "Mo-Tu,Th-Fr 09:30-17:30; We off; Sa-Su,PH 09:00-18:00",
"hasMenu": "https://www.brawnandbrains.sg/pages/cafe-orders",
"potentialAction": [
{
"@type": "OrderAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://www.brawnandbrains.sg/collections/espresso",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
}
}
]
}
</script>
5 of 297 in Singapore cafes and bars
Top 2% of the sites scanned in this index. Just above: Hvala A, BQ Bar A. Just below: Brunches Cafe A, Craftsmen Specialty Coffee A.
| What the top tenth 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 | 73% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 13% | no |
| Have an llms.txt | 47% | yes |
The top tenth is the 30 best-scoring reachable sites of the index at the last refresh.
Against its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Shopify 1,336 sites | 61% | 36% | 87.5% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| The Community Roastery & Cafe coffee_shop | 61 m | B | yes |
| Chye Seng Huat Hardware coffee_shop | 80 m | D | no |
| The Tiramisu Hero | 137 m | B | yes |
| Keong Saik Bakery | 604 m | A | yes |
| Gloria Jean's coffee_shop | 625 m | C | no |
| Cheryls cones local | 738 m | B | yes |
| Mosanco Enchanted Cafe brunch, coffee_shop | 842 m | B | yes |
| Brunches Cafe | 859 m | A | yes |
| The Black Sheep Cafe fine_dining | 907 m | C | no |
| Daizu Café japanese | 954 m | B | yes |
Level 1 of 5, Basic Web Presence
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.
| 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 | yes |
| llms.txt | yes |
| 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 | yes |
| OAuth protected resource metadata | yes |
| 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 | yes |
| JSON-LD for the business | yes |
What assistants answer
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.
Show the score
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/brawnandbrains.sg"><img src="https://directindex.org/badge/brawnandbrains.sg.svg" alt="Agent-Direct Score A" width="236" height="40"></a>
Own this business?
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.