muchoburrito.com is ready for agents.
Order directly: muchoburrito.com/menu/ on the business's own site · Menu: muchoburrito.com/menu/
See what an AI agent reads on this site →
68 of 80 points available
agent-readiness level, Basic Web Presence
things to fix
Action test, 2026-10-14: partial, a path exists but an agent would struggle. There is a button or a form, but no complete booking or ordering flow an agent can finish on this page.
Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.
Missing: telephone. How to fix it
Optional today, cheap to add: a short text file describing the business for language models. How to fix it
No one is listed yet to fix this in Montreal. List your agency or yourself: free, reviewed by hand.
Builder: unknown · Front: cloudflare
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on your builder is in the guides.
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": "FastFoodRestaurant",
"name": "Mucho Burrito",
"url": "https://locations.muchoburrito.com/en-ca/qc/saint-laurent/MB0096",
"telephone": "+14387953573",
"geo": {
"@type": "GeoCoordinates",
"latitude": 45.4921705,
"longitude": -73.7084325
},
"servesCuisine": [
"mexican"
],
"hasMenu": "https://muchoburrito.com/menu/",
"potentialAction": [
{
"@type": "OrderAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://muchoburrito.com/menu/",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
}
}
]
}
</script>
Save as /llms.txt at the root of the site. Guide.
# Mucho Burrito > fast food restaurant (mexican) in Montreal. Phone +14387953573. ## Book or order directly - Order: https://muchoburrito.com/menu/ (on the business's own site) - Menu: https://muchoburrito.com/menu/ ## About - Website: https://locations.muchoburrito.com/en-ca/qc/saint-laurent/MB0096 - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Top 5% of the sites scanned in this index. Just above: BarBurrito A, Le petit Italien A. Just below: Stellina A, Arahova B.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 95% | yes |
| Publish the menu or price list as HTML | 95% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | yes |
| Structured data with address, phone and hours | 31% | no |
| Have an llms.txt | 25% | no |
The top tenth is the 83 best-scoring reachable sites of the index at the last refresh.
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Firegrill Restaurant & Bar | 361 m | F | no |
| Mosaic Resto Lounge syrian, middle_eastern | 2.3 km | D | no |
| Ben & Florentine breakfast | 2.5 km | C | no |
| Aisle 24 coffee_shop | 2.9 km | D | no |
| Villa Madina mediterranean | 3.0 km | B | no |
| Restaurant Au Vieux Duluth steak_house | 3.0 km | B | yes |
| Restaurant Miran Uyghur | 3.0 km | D | no |
| Papa John's pizza | 3.5 km | B | yes |
| Bento Sushi sushi | 3.6 km | F | no |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Montreal | 808 | 47% | 27% | 85% |
Darna Bistroquet A 100% · Olu Olu Poké A 100% · Café Olimpico A 96.3% · Lester's Deli A 96.3% · RESTAURANT TASTINGOOD A 96.3%
With the fix above (Structured data is incomplete) the score would be about 86.3%: 32nd of 808 in Montreal, up from 42nd.
This site appears in 2 cities (2 places on muchoburrito.com). Every city it is in →
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
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/muchoburrito.com, through the MCP tool direct_record and in the city feed /city/montreal/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | muchoburrito.com/menu/ own site | could not verify: partial (2026-10-14) |
| Menu | muchoburrito.com/menu/ html_page | from the scan |
| Hours | none on record | |
| Phone | +14387953573 |
Stable links that count: /go/muchoburrito.com/order, /go/muchoburrito.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.
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 | not measured |
| ACP discovery document /.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol | not measured |
| 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 | not measured |
Not measured at this scan; the next scan measures it.
The next scan also reads the contact, menu and booking pages one hop deeper; facts found there can change the score.
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.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | no how |
| 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 |
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.
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/muchoburrito.com"><img src="https://directindex.org/badge/muchoburrito.com.svg" alt="Agent-Direct Score A" width="236" height="40"></a>
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.
Deep report Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.