# Little Red Dumpling: Agent-Direct Score B (73.8%)

Site: http://www.littlereddumpling.com.au
Report: https://directindex.org/r/littlereddumpling.com.au
Scanned: 2026-11-13 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Little Red Dumpling is mostly ready for agents.
An AI assistant can open Little Red Dumpling's website. It can read what Little Red Dumpling offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.littlereddumpling.com.au/book-a-table/ (on the business's own site)
- Order directly: https://www.littlereddumpling.com.au/online-order/ (on the business's own site)
- Menu: https://www.littlereddumpling.com.au/menu/
- Phone: +61756270070
- Address: Shop 113/89 Surf Parade, Gold Coast 4218
- Its menu mentions: vegan options, vegetarian dishes

## Nearby, also direct
Places near Little Red Dumpling that take a booking or an order on their own website, with no marketplace in between.
- Drunken Monkey Cafe Bar & Restaurant Broadbeach (130 m): https://directindex.org/r/drunkenmonkeyqld.com.au
- Mamasan (170 m): https://directindex.org/r/mamasan.com.au
- Hideaway Kitchen & Bar (440 m): https://directindex.org/r/hideawaykitchen.com.au
- Kathmandu Momo (3.1 km): https://directindex.org/r/kathmandumomo.com.au
- BabyMama by Mamasan (3.3 km): https://directindex.org/r/babymama.com.au

## What to fix first
- **No structured data for the business.** (+14 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
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business
- **The phone number on the site doesn't match the open map data.** The site shows (07)%203012%208915, but OpenStreetMap or Overture Maps lists +61756270070. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## What the site tells visitors (Measured, not scored)
- **The footer says © 2019.** Visitors and assistants may read that year as the last time anyone looked after the site. In Gold Coast, 74% of comparable sites that show a year say 2025 or later.

## 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": "Little Red Dumpling",
  "url": "http://www.littlereddumpling.com.au",
  "telephone": "+61756270070",
  "address": "Shop 113/89 Surf Parade, Gold Coast 4218",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -28.02913425,
    "longitude": 153.43147021
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.littlereddumpling.com.au/book-a-table/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.littlereddumpling.com.au/online-order/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

llms.txt. Save as /llms.txt at the root of the site.

```
# Little Red Dumpling

> local business (asian) in Shop 113/89 Surf Parade, Gold Coast 4218, Gold Coast. Phone +61756270070.

## Book or order directly

- Book: https://www.littlereddumpling.com.au/book-a-table/ (on the business's own site)
- Order: https://www.littlereddumpling.com.au/online-order/ (on the business's own site)
- Menu: https://www.littlereddumpling.com.au/menu/

## About

- Website: http://www.littlereddumpling.com.au
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## 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.
- **Booking on your own site.** Agents can book without going through a marketplace.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
197 of 641 in Gold Coast. Top 31% 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% | yes |
| Publish the menu or price list as HTML | 96% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes |
| Structured data with address, phone and hours | 57% | no |
| Have an llms.txt | 43% | no |

Nearest places with a similar menu: Drunken Monkey Cafe Bar & Restaurant Broadbeach (C, 129 m, https://directindex.org/r/drunkenmonkeyqld.com.au); Mamasan (C, 168 m, https://directindex.org/r/mamasan.com.au); Hideaway Kitchen & Bar (A, 440 m, https://directindex.org/r/hideawaykitchen.com.au); Woka Woka Surfers Paradise (D, 3062 m, https://directindex.org/r/wokawoka.com.au); Kathmandu Momo (B, 3092 m, https://directindex.org/r/kathmandumomo.com.au); Kazahana Teppanyaki (D, 3236 m, https://directindex.org/r/matsuzaka-teppanyakichevron.com); BabyMama by Mamasan (A, 3305 m, https://directindex.org/r/babymama.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 Gold Coast and named 108 places. Little Red Dumpling wasn't one of them. See who was named: https://directindex.org/city/gold-coast/recommended


Compared with its peers: Sites built with WordPress 55% (25% A or B, 270003 sites); This site 73.8%.

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

## Businesses like Little Red Dumpling in Gold Coast

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Gold Coast | 641 | 60% | 42% | 73.8% |
| Sites built with WordPress in Gold Coast | 233 | 69% | 56% | 73.8% |

The best of the sites built with WordPress in Gold Coast: Jimmy Wah's (A 100%, https://directindex.org/r/jimmywahs.com.au); Rumi Persian Restaurant (A 100%, https://directindex.org/r/rumipersianrestaurant.com.au); Sage Restaurant & Bar (A 100%, https://directindex.org/r/sagerestaurant.com.au); The Collective (A 100%, https://directindex.org/r/thecollectivepalmbeach.com.au); Fresh Coral Seafoods (A 95.4%, https://directindex.org/r/freshcoralseafoods.com.au).

With the fix above (No structured data for the business), the score would be about 95.4%. That would be 16th of 641 in Gold Coast, up from 197th.

This site appears in 2 cities (2 places on littlereddumpling.com.au). https://directindex.org/brand/littlereddumpling.com.au

## The direct record
What agents get for Little Red Dumpling, as JSON: https://directindex.org/api/direct/littlereddumpling.com.au
- Book: https://www.littlereddumpling.com.au/book-a-table/ (own site; found by the scan of 2026-11-13, not yet tested)
- Order: https://www.littlereddumpling.com.au/online-order/ (own site; found by the scan of 2026-11-13, not yet tested)
- Menu: https://www.littlereddumpling.com.au/menu/ (html_page; from the scan)
- Hours: none on record
- Phone: +61756270070
- Stable links that count: https://directindex.org/go/littlereddumpling.com.au/book, https://directindex.org/go/littlereddumpling.com.au/order, https://directindex.org/go/littlereddumpling.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): no
- 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: menu page /menu/: 64 prices; booking page /book-a-table/: ordering via ubereats.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 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/littlereddumpling.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: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- 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/littlereddumpling.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/littlereddumpling.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=littlereddumpling.com.au&force=1