Yellow Bird Cafe
yellowbird.com.au is largely invisible to agents.
Listed by OpenStreetMap · Overture Maps.
Ways to reach Yellow Bird Cafe directly, with no marketplace in between. Checked 2026-10-18. Report a mistake
Chapel Street 122 · 0395338983
Prices: 8 prices on the site, the middle one A$19.99
The website's grade
AI assistants can't open Yellow Bird Cafe's website, so they go by what other sites say about it.
19 of 65 points available
agent-readiness level
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.
What the site tells visitors Measured, not scored
These don't change the grade.
In Melbourne, the middle price of comparable sites that show prices is A$23.00.
Every city compared →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.
How Yellow Bird Cafe compares
2,665 of 3,067 in Melbourne cafes and bars
Top 87% of the sites scanned in this index. Just above: La Petite Societe F, Noble Rot F. Just below: Mama Lucia Cheese Factory Outlet F, Oliver's Patisserie and Cafe F.
| 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% | no |
The top 10% are the 311 highest-scoring reachable sites in the index at the last update.
Compared with its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Shopify 3,402 sites | 46% | 24% | 29.2% |
| Sites using Uber Eats 1,135 sites | 62% | 33% | 29.2% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| One Thirty Two | 33 m | F | no |
| The Social | 40 m | C | yes |
| Ciao Melbourne | 49 m | F | no |
| Ciscos Coffee | 53 m | B | yes |
| Punk Carla | 66 m | F | no |
| Bar Blanco | 66 m | C | no |
| Tusk On Chapel | 68 m | C | no |
| Coffee Bikes Australia | 73 m | F | no |
| Back Bar | 74 m | F | no |
| Galore Club | 77 m | C | yes |
Businesses like Yellow Bird Cafe in Melbourne cafes and bars
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Melbourne cafes and bars | 3,067 | 54% | 31% | 29.2% |
| Sites built with Shopify in Melbourne cafes and bars | 245 | 43% | 19% | 29.2% |
| Sites using Uber Eats in Melbourne cafes and bars | 37 | 63% | 41% | 29.2% |
| Sites built with Shopify and using Uber Eats in Melbourne cafes and bars | 1 | 29% | 0% | 29.2% |
The best of the sites using Uber Eats in Melbourne cafes and bars
Naughty Boy Cafe A 89.2% · Cyan Bar & Lounge A 86.2% · Mocha Jo's A 86.2% · Willim Mckinnon A 85.7% · CHEFS HAND B 84.6%
After the top fixes
With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; Ordering only through ubereats; 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 2665th.
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.
What to fix first
- The site turns away every visitor that isn't a browser, AI agents included +25 points
A plain fetch was refused (cloudflare_challenge). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. How to fix it
- Ordering only through ubereats +12 points
Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. How to fix it About this vendor
- Structured data is incomplete +6 points
Missing: address, telephone, opening hours. How to fix it
Send the fixes to your web person
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.
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 is an HTML page Agents can read the items and prices.
- Uber Eats works with agents through its partners Uber's US terms of use (12 October 2026) bar scripts that burden the services and any use to build software or train AI; its Claude and ChatGPT integrations only browse menus, with checkout in the Uber Eats app. Terms read on 2026-10-15: https://www.uber.com/legal/en/document/?name=general-terms-of-use&country=united-states&lang=en. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.
Builder: shopify · Front: cloudflare · A plain fetch got cloudflare_challenge; a real browser got the page, so the scan continues on the rendered page.
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 shopify.
Where to paste it on Shopify: Online Store, then the three-dot menu on the theme, then Edit code; paste it in the theme's layout file, inside the head. 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": "BarOrPub",
"name": "Yellow Bird Cafe",
"url": "http://www.yellowbird.com.au",
"telephone": "0395338983",
"address": {
"@type": "PostalAddress",
"streetAddress": "Chapel Street 122"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": -37.8538581,
"longitude": 144.9930481
},
"hasMenu": "https://yellowbird.com.au/pages/food-menu"
}
</script>
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.
<a href="https://directindex.org/r/yellowbird.com.au"><img src="https://directindex.org/badge/yellowbird.com.au.svg" alt="Agent-Direct Score F" width="236" height="40"></a>
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
What agents get for Yellow Bird Cafe
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/yellowbird.com.au, through the MCP tool direct_record and in the city feed /city/melbourne-cafes-bars/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | yellowbird.com.au/pages/food-menu html_page | from the scan |
| Hours | none on record | |
| Phone | 0395338983 |
Stable links that count: /go/yellowbird.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.
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 |
| Vendor terms for agents Uber Eats, read 2026-10-15 | Through partners |
Uber's US terms of use (12 October 2026) bar scripts that burden the services and any use to build software or train AI; its Claude and ChatGPT integrations only browse menus, with checkout in the Uber Eats app. Source. About Uber Eats · all vendors.
Only a real browser got this page (a plain fetch got cloudflare_challenge); Readable and Actionable were measured on the rendered page.
Not measured
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.
| JSON-LD for the business | yes |