# Uncle Joe's Malaysian Kitchen: Agent-Direct Score C (58.5%)

Site: http://www.unclejoesmalaysian.com.au/
Report: https://directindex.org/r/unclejoesmalaysian.com.au
Scanned: 2026-10-18 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Uncle Joe's Malaysian Kitchen is partly visible to agents.
An AI assistant can open Uncle Joe's Malaysian Kitchen's website. It can read what Uncle Joe's Malaysian Kitchen offers. It finds a way to book or order directly, through ecbookings.com.

## Direct links
- Menu: https://www.unclejoesmalaysian.com.au/menus
- Phone: +61488033317

## What to fix first

- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps

## 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": "LocalBusiness",
  "name": "Uncle Joe's Malaysian Kitchen",
  "url": "http://www.unclejoesmalaysian.com.au/",
  "telephone": "+61488033317",
  "address": "189 Missenden Rd, 2042, Sydney",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -33.89284231,
    "longitude": 151.18313996
  }
}
</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.
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
2040 of 3965 in Sydney. Top 51% 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 | 100% | no |
| Publish the menu or price list as HTML | 96% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes |
| Structured data with address, phone and hours | 55% | no |
| Have an llms.txt | 32% | yes |

Nearest places with a similar menu: Kafe Kooks (A, 1552 m, https://directindex.org/r/kafekooks.com.au); Malacca Straits (F, 1610 m, https://directindex.org/r/malaccastraitsbroadway.com.au); Killiney Kopitiam (F, 1813 m, https://directindex.org/r/killiney-kopitiam.com.au); Malay Malay (B, 2311 m, https://directindex.org/r/malay-malay.com); Alice's Makan (D, 2978 m, https://directindex.org/r/alicesmakan.com.au); Ipoh Town on York (F, 3341 m, https://directindex.org/r/ipohtown.com.au); Bar Merchant (F, 3751 m, https://directindex.org/r/barmerchant.com.au).

## 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.

The assistants were asked 22 everyday questions about Sydney and named 110 places. Uncle Joe's Malaysian Kitchen wasn't one of them. See who was named: https://directindex.org/city/sydney/recommended


Compared with its peers: Sites built with Wix 49% (24% A or B, 10627 sites); This site 58.5%.

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

## Businesses like Uncle Joe's Malaysian Kitchen in Sydney

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Sydney | 3965 | 55% | 34% | 58.5% |
| Sites built with Wix in Sydney | 311 | 70% | 56% | 58.5% |

The best of the sites built with Wix in Sydney: Big John's Italian Seafood Restaurant (A 100%, https://directindex.org/r/bigjohnspizza.com.au); Anjappar Sydney (A 95.4%, https://directindex.org/r/anjapparsydney.com.au); Ashiana Indian Restaurant (A 95.4%, https://directindex.org/r/ashianaindianmanly.com); Bang Tang (A 95.4%, https://directindex.org/r/bangtangpottspoint.com); Bay Hong Vietnamese (A 95.4%, https://directindex.org/r/bayhong.net.au).

With the three fixes above (No structured data for the business; Booking through an unrecognised third party; Ordering through an unrecognised third party), the score would be about 100%, which would be first of 3,965 in Sydney.

## The direct record
What agents get for Uncle Joe's Malaysian Kitchen, as JSON: https://directindex.org/api/direct/unclejoesmalaysian.com.au
- Book: none on record
- Order: none on record
- Menu: https://www.unclejoesmalaysian.com.au/menus (html_page; from the scan)
- Hours: none on record
- Phone: +61488033317
- Stable links that count: https://directindex.org/go/unclejoesmalaysian.com.au/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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 7 | 25 |
| Actionable | 6 | 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/unclejoesmalaysian.com.au
- 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: no

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