# Brawn & Brains Coffee: Agent-Direct Score A (87.5%)

Site: https://www.brawnandbrains.sg/
Report: https://directindex.org/r/brawnandbrains.sg
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Brawn & Brains Coffee is ready for agents.

## Direct links
- Order directly: https://www.brawnandbrains.sg/collections/espresso (on the business's own site)
- Menu: https://www.brawnandbrains.sg/pages/cafe-orders

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<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>
```

## 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.

## Where it stands
5 of 236 in Singapore cafes and bars. Top 2% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 96% | yes |
| Publish the menu or price list as HTML | 79% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 17% | no |
| Have an llms.txt | 50% | yes |

Nearest places in the index: The Community Roastery & Cafe (B, 61 m, https://directindex.org/r/thecommunitycoffee.com); Chye Seng Huat Hardware (D, 80 m, https://directindex.org/r/cshhcoffee.com); The Tiramisu Hero (B, 137 m, https://directindex.org/r/thetiramisuhero.com); Keong Saik Bakery (A, 604 m, https://directindex.org/r/keongsaikbakery.com); Gloria Jean's (C, 625 m, https://directindex.org/r/gloriajeans.com); Cheryls cones (B, 738 m, https://directindex.org/r/cherylscones.com); Mosanco Enchanted Cafe (B, 842 m, https://directindex.org/r/enchantedcafe.co); Brunches Cafe (A, 859 m, https://directindex.org/r/brunches.sg); The Black Sheep Cafe (C, 907 m, https://directindex.org/r/theblacksheepcafe.com); Daizu Café (B, 954 m, https://directindex.org/r/daizucafe.com).

## What assistants answer
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.

Against its peers: Sites built with Shopify 61% (37% A or B, 1331 sites); This site 87.5%.

See what an AI agent reads on this site: https://directindex.org/r/brawnandbrains.sg/agent-view

## Businesses like Brawn & Brains Coffee in Singapore cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Singapore cafes and bars | 236 | 48% | 30% | 87.5% |
| Built with Shopify in Singapore cafes and bars | 28 | 70% | 50% | 87.5% |

The best of Built with Shopify in Singapore cafes and bars: Common Man Coffee Roasters (A 96.3%, https://directindex.org/r/commonmancoffeeroasters.com); Hvala (A 93.8%, https://directindex.org/r/hvala.com.sg); Craftsmen Specialty Coffee (A 87.5%, https://directindex.org/r/craftsmencoffee.com); Rise (A 87.5%, https://directindex.org/r/risebakehouse.sg); Tanamera Coffee (B 83.8%, https://directindex.org/r/tanameracoffee.com.sg).

With the fix above (Structured data is incomplete) the score would be about 96.3%: first of 236 in Singapore cafes and bars.

## The direct record
What agents get for Brawn & Brains Coffee, as JSON: https://directindex.org/api/direct/brawnandbrains.sg
- Book: none on record
- Order: https://www.brawnandbrains.sg/collections/espresso (own site; verified direct, 2026-10-14)
- Menu: https://www.brawnandbrains.sg/pages/cafe-orders (html_page; from the scan)
- Hours: Mo-Tu,Th-Fr 09:30-17:30; We off; Sa-Su,PH 09:00-18:00 (closed now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/brawnandbrains.sg/order, https://directindex.org/go/brawnandbrains.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): 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.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 30 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/brawnandbrains.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: yes
- llms.txt: yes
- 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: yes
- OAuth protected resource metadata: yes
- 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: yes
- JSON-LD for the business: yes

Deep report: https://directindex.org/r/brawnandbrains.sg/deep. 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.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=brawnandbrains.sg&force=1