Muchacha Mexican kitchen
muchachamexican.com is largely invisible to agents.
AI assistants cannot open the website of Muchacha Mexican kitchen, so they rely on what other sites say about it.
Listed by OpenStreetMap · Overture Maps.
Menu: www.muchachamexican.com/menu
See what an AI agent reads on this site →
22 of 65 points available
agent-readiness level
things to fix
Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.
What assistants answer
Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.
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.
How Muchacha Mexican kitchen compares
629 of 736 in Sydney
Top 85% of the sites scanned in this index. Just above: Kisuke F, Mr Collins of Leura F. Just below: Reminiscence Tapas Wine and Whisky Bar F, Sushi Kaido F.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 92% | no |
| Structured data with address, phone and hours | 49% | no |
| Have an llms.txt | 20% | no |
The top tenth is the 75 best-scoring reachable sites of the index at the last refresh.
Against its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Wix 7,935 sites | 49% | 23% | 33.8% |
| Sites using Uber Eats 985 sites | 62% | 32% | 33.8% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Top BBQ & Seafood Restaurant chinese | 891 m | C | yes |
| The Turmeric Table | 897 m | C | no |
| An Viet vietnamese | 947 m | C | no |
| Slashed Burgers | 987 m | F | no |
| Food House Nepal | 993 m | D | yes |
| Calamari Kid fish_and_chips | 1.6 km | F | no |
| Room two ten | 2.0 km | B | yes |
| Valentine Pizza pizza | 2.3 km | C | yes |
| Salty Rooster chicken, burger | 2.7 km | F | no |
| Tarboosh Lebanese Kitchen lebanese | 3.3 km | D | yes |
Businesses like Muchacha Mexican kitchen in Sydney
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Sydney | 736 | 60% | 43% | 33.8% |
| Sites built with Wix in Sydney | 63 | 54% | 32% | 33.8% |
| Sites using Uber Eats in Sydney | 22 | 65% | 50% | 33.8% |
| Sites built with Wix and using Uber Eats in Sydney | 1 | 34% | 0% | 33.8% |
The best of the sites using Uber Eats in Sydney
Muum Maam A 100% · Granata's Pemulwuy A 92.3% · Butcher and the Farmer B 84.6% · Chulho B 81.5% · 2773 Café B 73.8%
The climb
With the three fixes above (The site turns every visitor without a browser away, AI agents included; Ordering only through ubereats; Structured data is incomplete) the score would be about 95.4%: 20th of 736 in Sydney, up from 629th.
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
What to fix first
- The site turns every visitor without a browser away, AI agents included +25 points
A plain fetch was refused (cloudflare_challenge); only a real browser got the page. Every AI crawler and agent is turned away the same way, so Reachable scores 0 and the rest is measured on the rendered page. Ask the host to let the AI user agents through. How to fix it
- Ordering only through ubereats +12 points
Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. How to fix it About this vendor
- Structured data is incomplete +3 points
Missing: opening hours. How to fix it
Send the fixes to your web person
No one is listed yet to fix this in Sydney. List your agency or yourself: free, reviewed by hand.
Already right
- robots.txt lets AI crawlers in There is no robots.txt, which allows everything.
- Structured data present (LocalBusiness) address, phone
- Menu or price list is an HTML page Agents can read items and prices directly.
- 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. Read 2026-10-15: https://www.uber.com/legal/en/document/?name=general-terms-of-use&country=united-states&lang=en. 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.
Builder: wix · 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 from the business's own record and this scan. Check every line before it goes live; where it goes on wix is in the guides.
Where to paste it on Wix: Settings, then Custom Code under Development & integrations, then Add Custom Code; choose All pages and Head. The site must be published with a connected domain. the official help page.
Show the code 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. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Restaurant",
"name": "Muchacha Mexican kitchen",
"url": "https://www.muchachamexican.com/",
"telephone": "(02) 9938 2151",
"address": {
"@type": "PostalAddress",
"streetAddress": "Pitt Road 142"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": -33.7623442,
"longitude": 151.2918223
},
"servesCuisine": [
"mexican"
],
"hasMenu": "https://www.muchachamexican.com/menu"
}
</script>
Own this business?
Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.
Rescan now · Markdown · Dispute a check
Keep watching this business: the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant and the places nearby; 5 EUR 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 embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/muchachamexican.com"><img src="https://directindex.org/badge/muchachamexican.com.svg" alt="Agent-Direct Score F" width="236" height="40"></a>
What agents get, and what the site publishes
The direct record an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.
Show the details
What agents get for Muchacha Mexican kitchen
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/muchachamexican.com, through the MCP tool direct_record and in the city feed /city/sydney/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | www.muchachamexican.com/menu html_page | from the scan |
| Hours | none on record | |
| Phone | (02) 9938 2151 |
Stable links that count: /go/muchachamexican.com/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
The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to. Cloudflare's report.
| JSON-LD for the business | yes |