# Pretty Little: Agent-Direct Score D (46.2%)

Site: https://www.prettylittle.com.au
Report: https://directindex.org/r/prettylittle.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.)
Pretty Little is hard for agents to use.
Some AI assistants are turned away by Pretty Little's website. It can read what Pretty Little offers. It can't find a link to book or order online.

## Direct links
- Menu: https://prettylittle.com.au/
- Phone: (03) 9525 8730

## What to fix first
- Prices: 90 prices on the site, the middle one A$20.00

## What the site tells visitors (Measured, not scored)
- **90 prices on the landing page, the middle one A$20.00.** In Melbourne, the middle price of comparable sites that show prices is A$23.00.

- **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
- **The server turns AI crawlers away at the door.** (+10 points) Requests as GPTBot (http_403), ClaudeBot (http_403), PerplexityBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "Organization",
  "name": "Pretty Little",
  "url": "https://www.prettylittle.com.au",
  "telephone": "(03) 9525 8730",
  "address": "296 Carlisle St, 3183, Balaclava",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -37.868717,
    "longitude": 144.99368
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Structured data found (Organization).** no address, phone or hours in it
- **Menu or price list with prices on the page.** Agents can read the items and prices.

## Where it stands
1926 of 3067 in Melbourne cafes and bars. Top 63% 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 | 99% | no |
| Publish the menu or price list as HTML | 91% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | no |
| Structured data with address, phone and hours | 28% | no |
| Have an llms.txt | 25% | yes |

Nearest places in the index: Cofezo Coffee Station (F, 18 m, https://directindex.org/r/cofezo.com); Las Chicas (D, 32 m, https://directindex.org/r/laschicas.com.au); Moka (F, 41 m, https://directindex.org/r/monkschai.com); Wall Two 80 (C, 43 m, https://directindex.org/r/wallcoffee.com.au); Pause Bar (B, 72 m, https://directindex.org/r/pausebar.com.au); The Coffee Company (F, 88 m, https://directindex.org/r/coffeecompany.com.au); Nogga Cafe (C, 106 m, https://directindex.org/r/noggacafe.com); Park Bar (C, 113 m, https://directindex.org/r/parkbar.com.au); Batch Espresso (F, 147 m, https://directindex.org/r/batchespresso.com); All Things Equal Cafe (C, 177 m, https://directindex.org/r/allthingsequal.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/prettylittle.com.au/agent-view

## Businesses like Pretty Little in Melbourne cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Melbourne cafes and bars | 3067 | 54% | 31% | 46.2% |

The best of the businesses of the same kind in Melbourne cafes and bars: 1947 (A 100%, https://directindex.org/r/1947cafe.com.au); 57 Cafe Bar Restaurant (A 100%, https://directindex.org/r/57cafe.com.au); Bar Jayda (A 100%, https://directindex.org/r/barjayda.com.au); Bincho Boss (A 100%, https://directindex.org/r/binchoboss.com.au); Black Drop Espresso and Wine (A 100%, https://directindex.org/r/blackdrop.com.au).

With the three fixes above (No booking or ordering link on the website; The server turns AI crawlers away at the door; Structured data is incomplete), the score would be about 95.4%. That would be 40th of 3,067 in Melbourne cafes and bars, up from 1926th.

## The direct record
What agents get for Pretty Little, as JSON: https://directindex.org/api/direct/prettylittle.com.au
- Book: none on record
- Order: none on record
- Menu: https://prettylittle.com.au/ (html_inline; from the scan)
- Hours: none on record
- Phone: (03) 9525 8730
- Stable links that count: https://directindex.org/go/prettylittle.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 | 15 | 25 |
| Readable | 15 | 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/prettylittle.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: 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/prettylittle.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/prettylittle.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=prettylittle.com.au&force=1