# Coffee Bee by the coffee lab #5: Agent-Direct Score B (84.6%)

Site: https://www.coffeebee.com.sg/
Report: https://directindex.org/r/coffeebee.com.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.)
Coffee Bee by the coffee lab #5 is mostly ready for agents.
An AI assistant can open Coffee Bee by the coffee lab #5's website. It can read what Coffee Bee by the coffee lab #5 offers. It finds a way to book or order directly on the site.

## Direct links
- Order directly: https://www.coffeebee.com.sg/pages/online-ordering-delivery-self-pickup (on the business's own site)
- Menu: https://www.coffeebee.com.sg/pages/our-menu
- Phone: +6589147525
- Address: 11 Collyer Quay, #01-15, 049317, Singapore
- Prices: 6 prices on the site, the middle one SGD 18.00

## Nearby, also direct
Places near Coffee Bee by the coffee lab #5 that take a booking or an order on their own website, with no marketplace in between.
- Old Tea Hut (110 m): https://directindex.org/r/oldteahut.com
- HighHouse (150 m): https://directindex.org/r/highhouse.sg
- NOVA (180 m): https://directindex.org/r/novabar.sg

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

## What the site tells visitors (Measured, not scored)
- **6 prices on the landing page, the middle one SGD 18.00.** In Singapore, the middle price of comparable sites that show prices is SGD 30.00.

## 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
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Coffee Bee by the coffee lab #5",
  "url": "https://www.coffeebee.com.sg/",
  "telephone": "+6589147525",
  "address": "11 Collyer Quay, #01-15, 049317, Singapore",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 1.28373428,
    "longitude": 103.8519254
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.coffeebee.com.sg/pages/online-ordering-delivery-self-pickup",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
81 of 1034 in Singapore cafes and bars. Top 8% 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% | yes |
| Publish the menu or price list as HTML | 84% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 36% | no |
| Have an llms.txt | 52% | yes |

Nearest places in the index: Strangers' at Work (F, 47 m, https://directindex.org/r/strangersreunion.com); S-City Cafe (F, 61 m, https://directindex.org/r/scitycafe.com); Tanamera Coffee (D, 62 m, https://directindex.org/r/tanameracoffee.co.id); Chaiholics (D, 64 m, https://directindex.org/r/chaitime.com); Old Tea Hut (B, 108 m, https://directindex.org/r/oldteahut.com); Taki Izakaya Bar (B, 110 m, https://directindex.org/r/takibarsg.com); Social Bar & Bistro (C, 132 m, https://directindex.org/r/social.sg); Bar A Vin (D, 139 m, https://directindex.org/r/vinegroup.com.sg); HighHouse (A, 145 m, https://directindex.org/r/highhouse.sg); NOVA (A, 175 m, https://directindex.org/r/novabar.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.


Compared with its peers: Sites built with Shopify 47% (23% A or B, 13001 sites); This site 84.6%.

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

## Businesses like Coffee Bee by the coffee lab #5 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% | 84.6% |
| Sites built with Shopify in Singapore cafes and bars | 129 | 62% | 43% | 84.6% |

The best of the sites 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); Heart Of Darkness (A 87.7%, https://directindex.org/r/heartofdarknessbrewery.com); RaisuGood by @emmashalalkitchen (A 87.7%, https://directindex.org/r/emmashalalkitchen.com); Brawn & Brains Coffee (A 87.5%, https://directindex.org/r/brawnandbrains.sg).

With the fix above (Structured data is incomplete), the score would be about 95.4%. That would be 10th of 1,034 in Singapore cafes and bars, up from 81st.

## The direct record
What agents get for Coffee Bee by the coffee lab #5, as JSON: https://directindex.org/api/direct/coffeebee.com.sg
- Book: none on record
- Order: https://www.coffeebee.com.sg/pages/online-ordering-delivery-self-pickup (own site; found by the scan of 2026-10-22, not yet tested)
- Menu: https://www.coffeebee.com.sg/pages/our-menu (html_page; from the scan)
- Hours: none on record
- Phone: +6589147525
- Stable links that count: https://directindex.org/go/coffeebee.com.sg/order, https://directindex.org/go/coffeebee.com.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): yes
- 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

Found one hop past the home page: booking page /pages/online-ordering-delivery-self-pickup: ordering link (other), ordering via foodora.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 15 | 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/coffeebee.com.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

Keep watching this business (https://directindex.org/r/coffeebee.com.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/coffeebee.com.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=coffeebee.com.sg&force=1