# Mucho Mexicano: Agent-Direct Score A (86.2%)

Site: http://www.muchomexicano.com.au/
Report: https://directindex.org/r/muchomexicano.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.)
Mucho Mexicano is ready for agents.
An AI assistant can open Mucho Mexicano's website. It can read what Mucho Mexicano offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://muchomexicano.com.au/hawthorne/book-now/ (on the business's own site)
- Menu: https://muchomexicano.com.au/hawthorne/menu/
- Phone: 0738992233

## What to fix first
- Prices: 4 prices on the site, the middle one A$57.50

## What the site tells visitors (Measured, not scored)
- **4 prices on the landing page, the middle one A$57.50.** In Brisbane, the middle price of comparable sites that show prices is A$21.25.

- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering only through ubereats.** (no points, but worth doing) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **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": "Restaurant",
  "name": "Mucho Mexicano",
  "url": "http://www.muchomexicano.com.au/",
  "telephone": "0738992233",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -27.4622165,
    "longitude": 153.0602196
  },
  "servesCuisine": [
    "mexican"
  ],
  "acceptsReservations": "https://muchomexicano.com.au/hawthorne/book-now/",
  "hasMenu": "https://muchomexicano.com.au/hawthorne/menu/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://muchomexicano.com.au/hawthorne/book-now/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# Mucho Mexicano

> restaurant (mexican) in Brisbane. Phone 0738992233.

## Book or order directly

- Book: https://muchomexicano.com.au/hawthorne/book-now/ (on the business's own site)
- Menu: https://muchomexicano.com.au/hawthorne/menu/

## About

- Website: http://www.muchomexicano.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.
- **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.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
226 of 1782 in Brisbane. Top 13% 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) | 98% | yes |
| Structured data with address, phone and hours | 61% | no |
| Have an llms.txt | 20% | no |

Nearest places with a similar menu: Cartel del Taco (B, 1499 m, https://directindex.org/r/carteldeltaco.com.au); Bloodhound Bar & Kitchen (C, 2266 m, https://directindex.org/r/bloodhoundcornerbar.com.au); MAYA Mexican (B, 2391 m, https://directindex.org/r/maya-mexican.com.au); La Bodega Taqueria - East Brisbane (B, 2498 m, https://directindex.org/r/labodega.au); Baja Modern Mexican (C, 2861 m, https://directindex.org/r/bajamodernmexican.com).

## 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 12 everyday questions about Brisbane and named 92 places. Mucho Mexicano wasn't one of them. See who was named: https://directindex.org/city/brisbane/recommended


Compared with its peers: Sites built with WordPress 58% (30% A or B, 68857 sites); Sites using Uber Eats 62% (33% A or B, 1135 sites); This site 86.2%.

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

## Businesses like Mucho Mexicano in Brisbane

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Brisbane | 1782 | 57% | 36% | 86.2% |
| Sites built with WordPress in Brisbane | 567 | 65% | 45% | 86.2% |
| Sites using Uber Eats in Brisbane | 28 | 73% | 61% | 86.2% |
| Sites built with WordPress and using Uber Eats in Brisbane | 16 | 71% | 56% | 86.2% |

The best of the sites built with WordPress and using Uber Eats in Brisbane: Ka Chow Kitchen (A 87.7%, https://directindex.org/r/kachow.com.au); Latin Manna (A 86.2%, https://directindex.org/r/latinmanna.com); Superwok Coomera (A 86.2%, https://directindex.org/r/super-wok.com.au); Cannon Hill Tavern (B 78.5%, https://directindex.org/r/cannonhilltavern.com.au); Hey Chica (B 78.5%, https://directindex.org/r/heychica.com.au).

With the fix above (Structured data is incomplete), the score would be about 95.4%. That would be 69th of 1,782 in Brisbane, up from 226th.

## The direct record
What agents get for Mucho Mexicano, as JSON: https://directindex.org/api/direct/muchomexicano.com.au
- Book: https://muchomexicano.com.au/hawthorne/book-now/ (own site; found by the scan of 2026-10-18, not yet tested)
- Order: none on record
- Menu: https://muchomexicano.com.au/hawthorne/menu/ (html_page; from the scan)
- Hours: none on record
- Phone: 0738992233
- Stable links that count: https://directindex.org/go/muchomexicano.com.au/book, https://directindex.org/go/muchomexicano.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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 16 | 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/muchomexicano.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: 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: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

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