theflorence.com.au is mostly ready for agents.
Listed by Overture Maps.
Ways to reach The Florence directly, with no marketplace in between. Checked 2026-10-18. Through sevenrooms acting for the business. Report a mistake
Level 1/133 Flinders Ln, 3000, Melbourne · +61401998512
An AI assistant can open The Florence's website. What The Florence offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through SevenRooms.
46 of 65 points available
agent-readiness level, Basic Web Presence
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.
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.
Top 30% of the sites scanned in this index. Just above: Teo's Pizza B, Terror Twilight B. Just below: Vamos B, Zarraffa's Coffee B.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 99% | yes |
| Publish the menu or price list as HTML | 91% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 28% | no |
| Have an llms.txt | 25% | no |
The top 10% are the 311 highest-scoring reachable sites in the index at the last update.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Squarespace 11,547 sites | 65% | 49% | 70.8% |
| Sites using SevenRooms 1,201 sites | 70% | 53% | 70.8% |
| Sites using Square 1,644 sites | 65% | 41% | 70.8% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| GoGo Bar | 14 m | B | yes |
| Jack & Bones Island Bar | 57 m | F | yes |
| Bowery to Williamsburg | 59 m | B | yes |
| Bullrun | 60 m | C | yes |
| Gimlet | 72 m | A | yes |
| Whisky Den | 80 m | F | no |
| No. 100 | 82 m | B | yes |
| Binary Cafe | 83 m | C | no |
| Garden State Hotel | 84 m | B | yes |
| No22 Cafe | 88 m | C | no |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Melbourne cafes and bars | 3,067 | 54% | 31% | 70.8% |
| Sites built with Squarespace in Melbourne cafes and bars | 565 | 73% | 57% | 70.8% |
| Sites using SevenRooms in Melbourne cafes and bars | 118 | 72% | 62% | 70.8% |
| Sites built with Squarespace and using SevenRooms in Melbourne cafes and bars | 39 | 78% | 74% | 70.8% |
Myrtle Wine Bar A 92.3% · Natural History Public Bar A 92.3% · The Fifth Province A 92.3% · Sebastian - Beachside Restaurant, Bar & Functions A 87.7% · The Mint A 87.7%
With the three fixes above (Structured data is incomplete; Menu or price list is a PDF; Almost no text without JavaScript), the score would be about 87.7%. That would be 243rd of 3,067 in Melbourne cafes and bars, up from 931st.
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.
Missing: address, telephone, opening hours. How to fix it
Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. How to fix it
Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. How to fix it
Optional for now and cheap to add. It's a short text file that describes the business for language models. How to fix it
No one is listed yet to fix this in Melbourne cafes and bars. List your agency or yourself. It's free, and every listing is reviewed by hand.
Builder: squarespace · Front: cloudflare · almost no text without JavaScript
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.
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": "The Florence",
"url": "http://www.theflorence.com.au/",
"telephone": "+61401998512",
"address": "Level 1/133 Flinders Ln, 3000, Melbourne",
"geo": {
"@type": "GeoCoordinates",
"latitude": -37.81566141,
"longitude": 144.97016433
},
"potentialAction": [
{
"@type": "ReserveAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://www.sevenrooms.com/explore/theflorence/reservations/create/search/",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
},
"result": {
"@type": "Reservation",
"name": "Reservation"
}
},
{
"@type": "OrderAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://app.squareup.com/gift/ML1T2MPFDCZ9P/order",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
}
}
]
}
</script>
Save as /llms.txt at the root of the site. Guide.
# The Florence > local business in Level 1/133 Flinders Ln, 3000, Melbourne, Melbourne cafes and bars. Phone +61401998512. ## Book or order directly - Book: https://www.sevenrooms.com/explore/theflorence/reservations/create/search/ (through sevenrooms acting for the business) - Order: https://app.squareup.com/gift/ML1T2MPFDCZ9P/order (through square acting for the business) - Menu: https://www.theflorence.com.au/s/The_Florence_Snack_Menu_Aug2025.pdf ## About - Website: http://www.theflorence.com.au/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
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.
The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.
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/theflorence.com.au, through the MCP tool direct_record and in the city feed /city/melbourne-cafes-bars/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | www.sevenrooms.com/explore/theflorence/reservations/create/s vendor on own site: SevenRooms | found by the scan of 2026-10-18, not yet tested |
| Order | app.squareup.com/gift/ML1T2MPFDCZ9P/order vendor on own site: Square | found by the scan of 2026-10-18, not yet tested |
| Menu | www.theflorence.com.au/s/The_Florence_Snack_Menu_Aug2025.pdf pdf | from the scan |
| Hours | none on record | |
| Phone | +61401998512 |
Stable links that count: /go/theflorence.com.au/book, /go/theflorence.com.au/order, /go/theflorence.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.
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 | yes |
| Vendor terms for agents SevenRooms, read 2026-10-15 | Through partners |
SevenRooms' terms (17 April 2026) bar any robot, spider, scraper or other automated means except bona fide search engines; Google names SevenRooms as an AI Mode booking partner. Source. About SevenRooms · all vendors.
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 homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | no how |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | yes |