The Direct Index
Report · Melbourne · scanned 2026-10-18

Bobbi Pearl

bobbipearl.com.au is mostly ready for agents.

Listed by Overture Maps.

BookMenuCallWebsite

Ways to reach Bobbi Pearl directly, with no marketplace in between. Checked 2026-10-18. On the business's own site. Report a mistake

131 Church St, 3186, Melbourne · +61395929458

Owners

The website's grade

An AI assistant can open Bobbi Pearl's website. It can read what Bobbi Pearl offers. It finds a way to book or order directly on the site.

84.6%

55 of 65 points available

1/5

agent-readiness level, Basic Web Presence

2

things to fix

Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.

See what an AI agent reads on this site →

Assistants

What assistants answer

Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.

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.

The assistants were asked 12 everyday questions about Melbourne and named 56 places. Bobbi Pearl wasn't one of them. See who was named →

Where it stands

How Bobbi Pearl compares

Where it stands

551 of 4,399 in Melbourne

Top 13% of the sites scanned in this index. Just above: Belle's Hot Chicken B, Blakeaway B. Just below: Boccabona B, Bon Chicken & Beer B.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain100%yes
Publish the menu or price list as HTML91%yes
Let AI crawlers in (no block at the server or in robots.txt)95%yes
Structured data with address, phone and hours51%no
Have an llms.txt27%no

The top 10% are the 445 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with Squarespace 11,547 sites65%49%84.6%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Bammi vietnamese196 mCyes
Botticelli of Brighton italian357 mFyes
Waterfront Brighton370 mByes
Henrys bar_and_grill397 mCyes
Duckling Vietnamese vietnamese425 mByes
Fish Tank fish_and_chips438 mBno
The Royale Brothers burger457 mByes
Thirsty Camel532 mDno
Osteriya italian929 mByes
Dendy Pizza and Pasta pizza931 mAyes
Businesses like yours

Businesses like Bobbi Pearl in Melbourne

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Melbourne4,39956%32%84.6%
Sites built with Squarespace in Melbourne57473%61%84.6%

The best of the sites built with Squarespace in Melbourne

Añada A 100% · Bincho Boss A 100% · Chiraag Indian & Nepalese Restaurant A 100% · Cookie A 100% · Doju A 100%

After the top fixes

With the fix above (Structured data is incomplete), the score would be about 95.4%. That would be 96th of 4,399 in Melbourne, up from 551st.

Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.

Findings

What to fix first

  1. Structured data is incomplete +7 points

    Missing: address, telephone, opening hours. How to fix it

  2. 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. How to fix it

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in Melbourne. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

Builder: squarespace · Front: cloudflare · contact page /about: nothing new; menu page /feed-me: nothing new; booking page /reservations: booking via opentable

Fix kit

What to paste

Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on squarespace.

Where to paste it on Squarespace: the Code Injection panel, in the Header field, which applies to every page. It needs the Core plan or above. the official help page.

Show the code 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. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "Bobbi Pearl",
  "url": "http://bobbipearl.com.au/",
  "telephone": "+61395929458",
  "address": "131 Church St, 3186, Melbourne",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -37.91550831,
    "longitude": 144.9964597
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.bobbipearl.com.au/reservations",
        "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. Guide.

# Bobbi Pearl

> local business (asian fusion) in 131 Church St, 3186, Melbourne, Melbourne. Phone +61395929458.

## Book or order directly

- Book: https://www.bobbipearl.com.au/reservations (on the business's own site)
- Menu: https://www.bobbipearl.com.au/feed-me

## About

- Website: http://bobbipearl.com.au/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Owners

Own this business?

If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.

Rescan now · Markdown · Dispute a check

Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.

Show the score

Owners who score well put the badge on their site. It links back here and updates with every scan.

Agent-Direct Score B

<a href="https://directindex.org/r/bobbipearl.com.au"><img src="https://directindex.org/badge/bobbipearl.com.au.svg" alt="Agent-Direct Score B" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Bobbi Pearl

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/bobbipearl.com.au, through the MCP tool direct_record and in the city feed /city/melbourne/direct.json.

PathLinkStatus
Bookwww.bobbipearl.com.au/reservations own sitefound by the scan of 2026-10-18, not yet tested
Ordernone on record
Menuwww.bobbipearl.com.au/feed-me html_pagefrom the scan
Hoursnone on record
Phone+61395929458

Stable links that count: /go/bobbipearl.com.au/book, /go/bobbipearl.com.au/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.

Owners: claim the business below to correct this record; the claim email carries the link.

Transactable

Can an agent transact?

Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.

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

Found one hop past the home page: booking page /reservations: booking via opentable.

Agent readiness

Level 1 of 5, Basic Web Presence

These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.

Link headers on the homepageno how
sitemap.xmlyes
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessyes