# The Laughing Pug Coffee Company: Agent-Direct Score F (10.8%)

Site: http://www.thelaughingpug.com.au/
Report: https://directindex.org/r/thelaughingpug.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.)
The Laughing Pug Coffee Company is largely invisible to agents.
AI assistants can't open The Laughing Pug Coffee Company's website, so they go by what other sites say about it.

## Direct links
- Menu: https://thelaughingpug.com.au/
- Phone: +61402782723
- Address: 4/18 Prosper Cres, Gold Coast 4220
- Prices: 9 prices on the site, the middle one A$29.99

## Nearby, also direct
Places near The Laughing Pug Coffee Company that take a booking or an order on their own website, with no marketplace in between.
- The Junction GC (180 m): https://directindex.org/r/thejunctiongc.com
- Blackboard Coffee Roasters (350 m): https://directindex.org/r/blackboardcoffee.com.au
- El Ranchero (500 m): https://directindex.org/r/mosdesertclubhouse.com
- Social Espresso Coffee Roasters (680 m): https://directindex.org/r/socialespresso.com.au
- Treetops Tavern (730 m): https://directindex.org/r/treetopstavern.com.au

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (cloudflare_challenge). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website

## What the site tells visitors (Measured, not scored)
- **9 prices on the landing page, the middle one A$29.99.** In Gold Coast, the middle price of comparable sites that show prices is A$24.00.

## 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": "The Laughing Pug Coffee Company",
  "url": "http://www.thelaughingpug.com.au/",
  "telephone": "+61402782723",
  "address": "4/18 Prosper Cres, Gold Coast 4220",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -28.10455664,
    "longitude": 153.42723739
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Menu or price list with prices on the page.** Agents can read the items and prices.

## Where it stands
346 of 367 in Gold Coast cafes and bars. Top 94% 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 | 97% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | no |
| Structured data with address, phone and hours | 23% | no |
| Have an llms.txt | 23% | no |

Nearest places in the index: Next Door Burleigh (F, 173 m, https://directindex.org/r/nextdoorespresso.com.au); The Junction GC (B, 183 m, https://directindex.org/r/thejunctiongc.com); Coffee Beans Shop (F, 252 m, https://directindex.org/r/coffeebeansshop.com.au); xpressed juice (C, 289 m, https://directindex.org/r/xpressed.com.au); Blackboard Coffee Roasters (B, 349 m, https://directindex.org/r/blackboardcoffee.com.au); El Ranchero (B, 499 m, https://directindex.org/r/mosdesertclubhouse.com); Social Espresso Coffee Roasters (B, 676 m, https://directindex.org/r/socialespresso.com.au); Treetops Tavern (D, 728 m, https://directindex.org/r/treetopstavern.com.au); Willy's Beans (C, 767 m, https://directindex.org/r/willysbeans.com); Mi Tierra Colombian Coffee (D, 778 m, https://directindex.org/r/indailyqld.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.


Compared with its peers: Sites built with Shopify 49% (25% A or B, 15175 sites); This site 10.8%.

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

## Businesses like The Laughing Pug Coffee Company in Gold Coast cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Gold Coast cafes and bars | 367 | 57% | 32% | 10.8% |
| Sites built with Shopify in Gold Coast cafes and bars | 34 | 51% | 18% | 10.8% |

The best of the sites built with Shopify in Gold Coast cafes and bars: Custard Canteen (A 87.5%, https://directindex.org/r/custardcanteen.com); Blackboard Coffee Roasters (B 84.6%, https://directindex.org/r/blackboardcoffee.com.au); The Tea Centre Robina (B 84.6%, https://directindex.org/r/theteacentre.com.au); Tonic Juice Co. (B 73.8%, https://directindex.org/r/tonicjuiceco.com.au); Social Espresso Coffee Roasters (B 72.3%, https://directindex.org/r/socialespresso.com.au).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; No booking or ordering link on the website), the score would be about 95.4%. That would be 3rd of 367 in Gold Coast cafes and bars, up from 346th.

## The direct record
What agents get for The Laughing Pug Coffee Company, as JSON: https://directindex.org/api/direct/thelaughingpug.com.au
- Book: none on record
- Order: none on record
- Menu: https://thelaughingpug.com.au/ (html_inline; from the scan)
- Hours: none on record
- Phone: +61402782723
- Stable links that count: https://directindex.org/go/thelaughingpug.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

Only a real browser got this page (a plain fetch got cloudflare_challenge); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 7 | 25 |
| Actionable | 0 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: no

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