# Leederville Hotel: Agent-Direct Score C (63.1%)

Site: http://www.theleedervilleprecinct.com.au/
Report: https://directindex.org/r/theleedervilleprecinct.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.)
Leederville Hotel is partly visible to agents.
An AI assistant can open Leederville Hotel's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.theleedervilleprecinct.com.au/events/eterno-endless-afternoons (on the business's own site)
- Phone: (08)92028288

## What to fix first

## What the site tells visitors (Measured, not scored)
- **The footer says © 2021.** Visitors and assistants may read that year as the last time anyone looked after the site. In Perth, 72% of comparable sites that show a year say 2025 or later.

- **No structured data for the business.** (+14 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 menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **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": "BarOrPub",
  "name": "Leederville Hotel",
  "url": "http://www.theleedervilleprecinct.com.au/",
  "telephone": "(08)92028288",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -31.9372302,
    "longitude": 115.8416221
  },
  "acceptsReservations": "https://www.theleedervilleprecinct.com.au/events/eterno-endless-afternoons",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.theleedervilleprecinct.com.au/events/eterno-endless-afternoons",
        "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.

```
# Leederville Hotel

> bar or pub in Perth cafes and bars. Phone (08)92028288.

## Book or order directly

- Book: https://www.theleedervilleprecinct.com.au/events/eterno-endless-afternoons (on the business's own site)

## About

- Website: http://www.theleedervilleprecinct.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.** There's no robots.txt, which means everything is allowed.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
331 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% | yes |
| 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% | no |

Nearest places in the index: Foam Coffee Bar (F, 32 m, https://directindex.org/r/foamcoffeebar.com.au); Fibber McGee's (C, 38 m, https://directindex.org/r/fibbermcgees.com.au); Abacus Espresso (D, 42 m, https://directindex.org/r/abacusespresso.com.au); Vicky Browns Bar (C, 62 m, https://directindex.org/r/vickybrowns.com.au); Naber (B, 63 m, https://directindex.org/r/naber.com.au); Powells Fromagerie and Wine Bar (B, 63 m, https://directindex.org/r/powellsleederville.au); The Whippet Club (C, 71 m, https://directindex.org/r/whippetclub.com.au); Totally Thai (D, 105 m, https://directindex.org/r/domecoffees.com); The Manor (F, 117 m, https://directindex.org/r/manorleederville.com.au); Niche Bar (B, 124 m, https://directindex.org/r/nichebar.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.


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

## Businesses like Leederville Hotel 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% |

The best of the businesses of the same kind in Perth cafes and bars: Mount Henry Tavern (A 100%, https://directindex.org/r/mthenrytavern.com.au); Planet Royale (A 100%, https://directindex.org/r/planetroyale.com.au); 1982 (A 95.4%, https://directindex.org/r/1982foodandcoffee.com); Claisebrook Bar (A 95.4%, https://directindex.org/r/claisebrookbar.com); Courtside (A 95.4%, https://directindex.org/r/courtsidemurdoch.com.au).

With the two fixes above (No structured data for the business; No menu or price list found), the score would be about 95.4%. That would be 3rd of 820 in Perth cafes and bars, up from 331st.

## The direct record
What agents get for Leederville Hotel, as JSON: https://directindex.org/api/direct/theleedervilleprecinct.com.au
- Book: https://www.theleedervilleprecinct.com.au/events/eterno-endless-afternoons (own site; found by the scan of 2026-10-18, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: (08)92028288
- Stable links that count: https://directindex.org/go/theleedervilleprecinct.com.au/book

## 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 | 1 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/theleedervilleprecinct.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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/theleedervilleprecinct.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/theleedervilleprecinct.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=theleedervilleprecinct.com.au&force=1