# Moon Bear Dumpling Co: Agent-Direct Score C (63.1%)

Site: http://Www.moonbeardumplingco.com.au/
Report: https://directindex.org/r/moonbeardumplingco.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.)
Moon Bear Dumpling Co is partly visible to agents.
An AI assistant can open Moon Bear Dumpling Co's website. It can read what Moon Bear Dumpling Co offers. It finds a way to book or order directly, through Square.

## Direct links
- Order directly: https://moon-bear-dumpling-co.square.site/ (through square acting for the business)
- Menu: https://moonbeardumplingco.com.au/menu/
- Phone: +61451464711
- Address: 597 Tapleys Hill Rd, Adelaide 5024
- Its menu mentions: vegan options, vegetarian dishes

## Nearby, also direct
Places near Moon Bear Dumpling Co that take a booking or an order on their own website, with no marketplace in between.
- Domino's (330 m): https://directindex.org/r/dominos.com.au
- Hypnothaized (1.6 km): https://directindex.org/r/hypnothaized.com
- West Beach Surf Club Bar & Bistro (1.9 km): https://directindex.org/r/westbeachslsc.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
- **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript
- **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

## 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": "Moon Bear Dumpling Co",
  "url": "http://Www.moonbeardumplingco.com.au/",
  "telephone": "+61451464711",
  "address": "597 Tapleys Hill Rd, Adelaide 5024",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -34.92905207,
    "longitude": 138.51786534
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://moon-bear-dumpling-co.square.site/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Moon Bear Dumpling Co

> local business (taiwanese) in 597 Tapleys Hill Rd, Adelaide 5024, Adelaide. Phone +61451464711.

## Book or order directly

- Order: https://moon-bear-dumpling-co.square.site/ (through square acting for the business)
- Menu: https://moonbeardumplingco.com.au/menu/

## About

- Website: http://Www.moonbeardumplingco.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.
- **Ordering through square on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
510 of 1192 in Adelaide. Top 43% 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 | 92% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 47% | no |
| Have an llms.txt | 35% | no |

Nearest places in the index: Domino's (C, 325 m, https://directindex.org/r/dominos.com.au); Chicken Villa (C, 1459 m, https://directindex.org/r/chickenvilla-seafoodandgrill.com.au); Chicco Palms (F, 1562 m, https://directindex.org/r/chiccos.com.au); Space Pizza (F, 1594 m, https://directindex.org/r/spacepizza.com.au); Jalandhar to Delhi Cuisine - Best North Indian Fine dine Restaurant in Adelaide (D, 1602 m, https://directindex.org/r/latelierwines.com); Hypnothaized (A, 1606 m, https://directindex.org/r/hypnothaized.com); Joe's Pizza Bar (F, 1661 m, https://directindex.org/r/joespizzabar.com.au); The Stunned Mullet (F, 1887 m, https://directindex.org/r/epizy.com); Chicken Cave (F, 1897 m, https://directindex.org/r/chickencave.com.au); West Beach Surf Club Bar & Bistro (B, 1939 m, https://directindex.org/r/westbeachslsc.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 Adelaide and named 136 places. Moon Bear Dumpling Co wasn't one of them. See who was named: https://directindex.org/city/adelaide/recommended


Compared with its peers: Sites built with WordPress 55% (24% A or B, 259325 sites); Sites using Square 65% (42% A or B, 5920 sites); This site 63.1%.

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

## Businesses like Moon Bear Dumpling Co in Adelaide

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Adelaide | 1192 | 56% | 33% | 63.1% |
| Sites built with WordPress in Adelaide | 335 | 65% | 44% | 63.1% |
| Sites using Square in Adelaide | 23 | 72% | 52% | 63.1% |
| Sites built with WordPress and using Square in Adelaide | 10 | 64% | 20% | 63.1% |

The best of the sites built with WordPress and using Square in Adelaide: ANQ - An Nam Quan (B 84.6%, https://directindex.org/r/annamquan.com.au); L.Law Hyde Park (B 78.5%, https://directindex.org/r/llawhydepark.com.au); Yuna Cafe & Restaurant (C 67.7%, https://directindex.org/r/yunarestaurant.com.au); Bobibao (C 66.2%, https://directindex.org/r/bobibao.com.au); Staazi & Co (C 64.6%, https://directindex.org/r/staaziandco.com.au).

With the two fixes above (No structured data for the business; Almost no text without JavaScript), the score would be about 87.7%. That would be 73rd of 1,192 in Adelaide, up from 510th.

## The direct record
What agents get for Moon Bear Dumpling Co, as JSON: https://directindex.org/api/direct/moonbeardumplingco.com.au
- Book: none on record
- Order: https://moon-bear-dumpling-co.square.site/ (vendor on own site: Square; found by the scan of 2026-11-13, not yet tested)
- Menu: https://moonbeardumplingco.com.au/menu/ (html_page; from the scan)
- Hours: none on record
- Phone: +61451464711
- Stable links that count: https://directindex.org/go/moonbeardumplingco.com.au/order, https://directindex.org/go/moonbeardumplingco.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): yes
- Vendor terms for agents, Square: Yes. Square takes orders placed in ChatGPT and Claude for US food sellers since 1 July 2026 with no seller setup; its Buyer Account Terms still bar robots and scrapers from accessing Block systems. Read 2026-10-15: https://squareup.com/us/en/press/claude-chatgpt-integrations

Found one hop past the home page: menu page /menu/: 23 prices.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 23 | 25 |
| Readable | 8 | 25 |
| Actionable | 10 | 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/moonbeardumplingco.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/moonbeardumplingco.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/moonbeardumplingco.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=moonbeardumplingco.com.au&force=1
