# Polar Bear of Leura: Agent-Direct Score A (87.7%)

Site: https://www.polarbearofleura.com.au
Report: https://directindex.org/r/polarbearofleura.com.au
Scanned: 2026-10-16 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Polar Bear of Leura is ready for agents.
An AI assistant can open the website of Polar Bear of Leura. What Polar Bear of Leura offers is in a PDF or an image, which assistants read poorly. It finds a way to book or order directly, through resOS.

## Direct links
- Book directly: https://polar-bear-of-leura.resos.com/booking (through resos acting for the business)
- Menu: https://deliverit-vhosts-sync.s3.ap-southeast-2.amazonaws.com/polarbearofleura.com.au/Dine+In+Menu+-+Polar+Bear+of+Leura.pdf
- Phone: 02 4760 8683

## What to fix first
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

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

```
# Polar Bear of Leura

> restaurant (middle eastern, pizza) in Leura Mall 135, Sydney. Phone 02 4760 8683.

## Book or order directly

- Book: https://polar-bear-of-leura.resos.com/booking (through resos acting for the business)
- Menu: https://deliverit-vhosts-sync.s3.ap-southeast-2.amazonaws.com/polarbearofleura.com.au/Dine+In+Menu+-+Polar+Bear+of+Leura.pdf

## About

- Website: https://www.polarbearofleura.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 is no robots.txt, which allows everything.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Restaurant).** address, phone, opening hours
- **Booking through resos on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
87 of 736 in Sydney. Top 12% of the sites scanned in this index.

| What the top tenth 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 | 97% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 92% | yes |
| Structured data with address, phone and hours | 49% | yes |
| Have an llms.txt | 20% | no |

Nearest places in the index: Mr Collins of Leura (F, 38 m, https://directindex.org/r/mrcollinsofleura.com.au); Jiggle Korean BBQ (F, 79 m, https://directindex.org/r/jigglebbq.com); Elysian Bar & Restaurant (A, 118 m, https://directindex.org/r/elysianrestaurant.com); Taqueria Arriba (A, 136 m, https://directindex.org/r/sunburstfg.com.au); AVALON Restaurant & Cocktail Bar (A, 1753 m, https://directindex.org/r/avalonkatoomba.com.au); Tempus (C, 1768 m, https://directindex.org/r/tempuskatoomba.com.au); Bowery (A, 1822 m, https://directindex.org/r/bowerykatoomba.com.au); Let's Eat Thai (A, 1866 m, https://directindex.org/r/letseatthaieatery.com.au); The Red Poppy Brasserie (F, 1884 m, https://directindex.org/r/katoombarsl.com.au); Basil Nut Cafe & Restaurant (D, 1904 m, https://directindex.org/r/bnkatoomba.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Against its peers: Sites using resOS 67% (39% A or B, 69 sites); This site 87.7%.

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

## Businesses like Polar Bear of Leura in Sydney

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Sydney | 736 | 60% | 43% | 87.7% |
| Sites using resOS in Sydney | 2 | 74% | 50% | 87.7% |

The best of the businesses of the same kind in Sydney: 170 Grammi (A 100%, https://directindex.org/r/170grammi.com.au); Bellevue Cottage (A 100%, https://directindex.org/r/bellevuecottage.com.au); Bellevue Woolloomooloo (A 100%, https://directindex.org/r/bellevuewoolloomooloo.com.au); Curry Lovers (A 100%, https://directindex.org/r/curryloverswestmead.com.au); Delhi O Delhi (A 100%, https://directindex.org/r/delhiodelhi.com.au).

With the fix above (Menu or price list is a PDF) the score would be about 92.3%: 49th of 736 in Sydney, up from 87th.

## The direct record
What agents get for Polar Bear of Leura, as JSON: https://directindex.org/api/direct/polarbearofleura.com.au
- Book: https://polar-bear-of-leura.resos.com/booking (vendor on own site: resOS; found by the scan of 2026-10-16, not yet tested)
- Order: none on record
- Menu: https://deliverit-vhosts-sync.s3.ap-southeast-2.amazonaws.com/polarbearofleura.com.au/Dine+In+Menu+-+Polar+Bear+of+Leura.pdf (pdf; from the scan)
- Hours: none on record
- Phone: 02 4760 8683
- Stable links that count: https://directindex.org/go/polarbearofleura.com.au/book, https://directindex.org/go/polarbearofleura.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
- Vendor terms for agents, resOS: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 10 | 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/polarbearofleura.com.au
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- 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: yes

Keep watching this business (https://directindex.org/r/polarbearofleura.com.au/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/polarbearofleura.com.au/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=polarbearofleura.com.au&force=1