# Joan Bowen Cafe: Agent-Direct Score B (72.3%)

Site: https://www.joanbowen.com/
Report: https://directindex.org/r/joanbowen.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Joan Bowen Cafe is mostly ready for agents.

## Direct links
- Menu: https://www.joanbowen.com/menu
- Phone: +65 6530 3628

## What to fix first
- **No booking or ordering path at all.** (+15 points) Agents have nothing to act on. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website

## 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 (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
56 of 236 in Singapore cafes and bars. Top 24% 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% | no |
| 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% | yes |
| Have an llms.txt | 50% | yes |

Nearest places in the index: Qing Yun Jian (A, 581 m, https://directindex.org/r/qyjworld.com); D'Wolf Darts Cafe (F, 603 m, https://directindex.org/r/dartslive.com); Rise (A, 717 m, https://directindex.org/r/risebakehouse.sg); Yan Xi Tang (D, 1455 m, https://directindex.org/r/yanxitang.sg); Gong Cha (D, 1753 m, https://directindex.org/r/gong-cha.com); Keong Saik Bakery (A, 1997 m, https://directindex.org/r/keongsaikbakery.com); 20grams Roastery & Coffee Bar (D, 2046 m, https://directindex.org/r/20gramscoffeeroastery.com); The Community Roastery & Cafe (B, 2515 m, https://directindex.org/r/thecommunitycoffee.com); Brawn & Brains Coffee (A, 2571 m, https://directindex.org/r/brawnandbrains.sg); Chye Seng Huat Hardware (D, 2585 m, https://directindex.org/r/cshhcoffee.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 Wix 58% (35% A or B, 3255 sites); This site 72.3%.

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

## Businesses like Joan Bowen Cafe in Singapore cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Singapore cafes and bars | 236 | 48% | 30% | 72.3% |
| Built with Wix in Singapore cafes and bars | 13 | 68% | 62% | 72.3% |

The best of Built with Wix in Singapore cafes and bars: Kreams Café (B 82.5%, https://directindex.org/r/kreams.sg); May Wong's Cafe (B 75%, https://directindex.org/r/smithandclarksonscafe.com); Cafe O (B 73.8%, https://directindex.org/r/souprestaurant.com.sg); Chin Mee Chin Confectionery (B 73.8%, https://directindex.org/r/chinmeechin.sg); Harry's (The Sail) (B 73.8%, https://directindex.org/r/harrys.com.sg).

With the fix above (No booking or ordering path at all) the score would be about 95.4%: 3rd of 236 in Singapore cafes and bars, up from 56th.

## The direct record
What agents get for Joan Bowen Cafe, as JSON: https://directindex.org/api/direct/joanbowen.com
- Book: none on record
- Order: none on record
- Menu: https://www.joanbowen.com/menu (html_page; from the scan)
- Hours: Tu-Fr 11:30-14:30; Sa 11:30-17:00; Su-Mo off (open now) (from OpenStreetMap)
- Phone: +65 6530 3628
- Stable links that count: https://directindex.org/go/joanbowen.com/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 | 22 | 25 |
| Actionable | 0 | 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/joanbowen.com
- 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: 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: 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: yes

Deep report: https://directindex.org/r/joanbowen.com/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=joanbowen.com&force=1