# Miss Pearl Bar + Dining: Agent-Direct Score D (53.8%)

Site: https://www.misspearl.com.au/
Report: https://directindex.org/r/misspearl.com.au
Scanned: 2026-10-17 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Miss Pearl Bar + Dining is hard for agents to use.
An AI assistant can open the website of Miss Pearl Bar + Dining. It finds no menu or price list, so it answers from other sites. It finds a way to book or order directly, through OpenTable.

## Direct links
- Book directly: https://www.opentable.com.au/widget/reservation/loader?rid=169016&type=button&theme=standard&color=1&dark=true&iframe=true&domain=comau&lang=en-AU&newtab=false&ot_source=Restaurant%20website (through opentable acting for the business)
- Order directly: https://squareup.com/gift/MLDK9AEVF93WT/order (through square acting for the business)

## What to fix first
- **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). It is the one block every assistant reads first; 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 menu or price list page and link it from the homepage. 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

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "BarOrPub",
  "name": "Miss Pearl Bar + Dining",
  "url": "https://www.misspearl.com.au/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Southbank Boulevard 140",
    "postalCode": "3006"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -37.8238869,
    "longitude": 144.9680321
  },
  "openingHours": "Mo-Tu 15:00+, We-Sa 12:00+",
  "servesCuisine": [
    "italian"
  ],
  "acceptsReservations": "https://www.opentable.com.au/widget/reservation/loader?rid=169016&type=button&theme=standard&color=1&dark=true&iframe=true&domain=comau&lang=en-AU&newtab=false&ot_source=Restaurant%20website",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.opentable.com.au/widget/reservation/loader?rid=169016&type=button&theme=standard&color=1&dark=true&iframe=true&domain=comau&lang=en-AU&newtab=false&ot_source=Restaurant%20website",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://squareup.com/gift/MLDK9AEVF93WT/order",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Miss Pearl Bar + Dining

> bar or pub (italian) in Southbank Boulevard 140 3006, Melbourne cafes and bars.

## Book or order directly

- Book: https://www.opentable.com.au/widget/reservation/loader?rid=169016&type=button&theme=standard&color=1&dark=true&iframe=true&domain=comau&lang=en-AU&newtab=false&ot_source=Restaurant%20website (through opentable acting for the business)
- Order: https://squareup.com/gift/MLDK9AEVF93WT/order (through square acting for the business)

## Opening hours

Mo-Tu 15:00+, We-Sa 12:00+

## About

- Website: https://www.misspearl.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.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Booking through opentable on your own domain.** No marketplace commission, and the guest stays yours.
- **Ordering through square on your own domain.** No marketplace commission, and the guest stays yours.
- **OpenTable works with agents through its partners.** OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. An assistant that is not a partner may not finish the step there; a direct path on your own domain works for all of them.

## Where it stands
508 of 911 in Melbourne cafes and bars. Top 56% 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 | 95% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 97% | yes |
| Structured data with address, phone and hours | 33% | no |
| Have an llms.txt | 17% | no |

Nearest places in the index: Blondie (B, 25 m, https://directindex.org/r/blondiebar.com.au); Journeys Cafe by ASRC (A, 129 m, https://directindex.org/r/asrc.org.au); Saporito (C, 194 m, https://directindex.org/r/saporitocafe.com.au); Olmate's (F, 207 m, https://directindex.org/r/olmates.au); Belgian Beer Cafe (B, 412 m, https://directindex.org/r/belgianbeercafemelbourne.com.au); The Bond Store (C, 429 m, https://directindex.org/r/bondstorecafe.com); PJ O'Brien's Irish Pub (F, 451 m, https://directindex.org/r/pjobriens.com.au); Workshop Brothers Southbank (F, 492 m, https://directindex.org/r/workshopbrothers.com.au); Ponyfish Island (C, 524 m, https://directindex.org/r/ponyfishisland.com.au); Hopscotch (B, 534 m, https://directindex.org/r/hopscotchmelbourne.com.au).

## 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 built with Squarespace 66% (51% A or B, 9908 sites); Sites using OpenTable 65% (40% A or B, 2156 sites); Sites using Square 65% (42% A or B, 1380 sites); This site 53.8%.

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

## Businesses like Miss Pearl Bar + Dining in Melbourne cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Melbourne cafes and bars | 911 | 56% | 34% | 53.8% |
| Sites built with Squarespace in Melbourne cafes and bars | 213 | 75% | 62% | 53.8% |
| Sites using OpenTable in Melbourne cafes and bars | 51 | 59% | 29% | 53.8% |
| Sites built with Squarespace and using OpenTable in Melbourne cafes and bars | 14 | 67% | 57% | 53.8% |

The best of the sites built with Squarespace and using OpenTable in Melbourne cafes and bars: Rumour Mill (B 80%, https://directindex.org/r/rumourmill.coffee); Saint Jaxie (B 80%, https://directindex.org/r/saintjaxie.com); Royal Saxon (B 75.4%, https://directindex.org/r/royalsaxon.com); West 48 (B 75.4%, https://directindex.org/r/west48.com.au); Grouse (B 73.8%, https://directindex.org/r/grousemelbourne.com.au).

With the two fixes above (No structured data for the business; No menu or price list found) the score would be about 87.7%: 91st of 911 in Melbourne cafes and bars, up from 508th.

## The direct record
What agents get for Miss Pearl Bar + Dining, as JSON: https://directindex.org/api/direct/misspearl.com.au
- Book: https://www.opentable.com.au/widget/reservation/loader?rid=169016&type=button&theme=standard&color=1&dark=true&iframe=true&domain=comau&lang=en-AU&newtab=false&ot_source=Restaurant%20website (vendor on own site: OpenTable; found by the scan of 2026-10-17, not yet tested)
- Order: https://squareup.com/gift/MLDK9AEVF93WT/order (vendor on own site: Square; found by the scan of 2026-10-17, not yet tested)
- Menu: none on record
- Hours: Mo-Tu 15:00+, We-Sa 12:00+ (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/misspearl.com.au/book, https://directindex.org/go/misspearl.com.au/order

## 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): yes
- Vendor terms for agents, OpenTable: Through partners. OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 0 | 25 |
| Actionable | 10 | 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/misspearl.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: 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/misspearl.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/misspearl.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=misspearl.com.au&force=1