# Little H Cafe: Agent-Direct Score C (63.1%)

Site: http://www.littlehcafe.com/
Report: https://directindex.org/r/littlehcafe.com
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.)
Little H Cafe is partly visible to agents.
An AI assistant can open Little H Cafe's website. What Little H Cafe offers is in a PDF or an image, and assistants read those badly. It can't find a link to book or order online.

## Direct links
- Menu: https://www.littlehcafe.com/_files/ugd/95c662_f700abd1335c43c7a95ec95da85196a2.pdf
- Phone: +18008000000

## What to fix first

- **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
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai

## 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": "CafeOrCoffeeShop",
  "name": "Little H Cafe",
  "url": "http://www.littlehcafe.com/",
  "telephone": "+18008000000",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -31.8311494,
    "longitude": 115.7680977
  },
  "hasMenu": "https://www.littlehcafe.com/_files/ugd/95c662_f700abd1335c43c7a95ec95da85196a2.pdf"
}
</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.
- **Structured data found (LocalBusiness).** address, phone

## Where it stands
332 of 820 in Perth cafes and bars. Top 40% 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% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 19% | no |
| Have an llms.txt | 19% | yes |

Nearest places in the index: Roma Republic Duncraig (C, 133 m, https://directindex.org/r/romarepublic.com.au); Rocky Ridge Duncraig (D, 155 m, https://directindex.org/r/bio.site); Glengarry Coffee House (F, 1497 m, https://directindex.org/r/glengarryshoppingcentre.com.au); White Salt (F, 1981 m, https://directindex.org/r/whitesalt.com.au); 76 Steps Cafe Restaurant (D, 1983 m, https://directindex.org/r/sorrentobeach.com.au); Alex Junior (F, 2077 m, https://directindex.org/r/alexjunior.com.au); Jesters Padbury (C, 2251 m, https://directindex.org/r/jesters.au); Pica Bar & Cafe (C, 2254 m, https://directindex.org/r/pica.org.au); 5 Points Kitchen (D, 2301 m, https://directindex.org/r/fivepointskitchen.com.au); The Carine (A, 2413 m, https://directindex.org/r/thecarine.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 Wix 49% (24% A or B, 10627 sites); This site 63.1%.

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

## Businesses like Little H Cafe in Perth cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Perth cafes and bars | 820 | 54% | 32% | 63.1% |
| Sites built with Wix in Perth cafes and bars | 81 | 62% | 44% | 63.1% |

The best of the sites built with Wix in Perth cafes and bars: 1982 (A 95.4%, https://directindex.org/r/1982foodandcoffee.com); Courtside (A 95.4%, https://directindex.org/r/courtsidemurdoch.com.au); The Pancake & Waffle Cafe (A 95.4%, https://directindex.org/r/thepancakeandwafflecafe.com.au); South Beach Cafe (A 92.3%, https://directindex.org/r/southbeachcafe.com.au); Canning River Café (A 90.8%, https://directindex.org/r/canningrivercafe.com.au).

With the three fixes above (No booking or ordering link on the website; Structured data is incomplete; Menu or price list is a PDF), the score would be about 95.4%. That would be 3rd of 820 in Perth cafes and bars, up from 332nd.

## The direct record
What agents get for Little H Cafe, as JSON: https://directindex.org/api/direct/littlehcafe.com
- Book: none on record
- Order: none on record
- Menu: https://www.littlehcafe.com/_files/ugd/95c662_f700abd1335c43c7a95ec95da85196a2.pdf (pdf; from the scan)
- Hours: none on record
- Phone: +18008000000
- Stable links that count: https://directindex.org/go/littlehcafe.com/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 | 16 | 25 |
| Actionable | 0 | 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/littlehcafe.com
- 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: yes

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