cumin-chicago.com is partly visible to agents.
Order directly: www.toasttab.com/cumin/giftcards through toast acting for the business · Menu: www.cumin-chicago.com/menu/index.html
See what an AI agent reads on this site →
42 of 65 points available
agent-readiness level, Not Ready
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.
Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. 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 Chicago. 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": "Restaurant",
"name": "Cumin",
"url": "https://www.cumin-chicago.com/",
"telephone": "+1-773-342-1414",
"address": {
"@type": "PostalAddress",
"streetAddress": "North Milwaukee Avenue 1414",
"postalCode": "60622",
"addressLocality": "Chicago"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 41.9074948,
"longitude": -87.6733858
},
"servesCuisine": [
"nepalese",
"indian"
],
"hasMenu": "https://www.cumin-chicago.com/menu/index.html",
"potentialAction": [
{
"@type": "OrderAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://www.toasttab.com/cumin/giftcards",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
}
}
]
}
</script>
Save as /llms.txt at the root of the site. Guide.
# Cumin > restaurant (nepalese, indian) in North Milwaukee Avenue 1414 60622 Chicago, Chicago. Phone +1-773-342-1414. ## Book or order directly - Order: https://www.toasttab.com/cumin/giftcards (through toast acting for the business) - Menu: https://www.cumin-chicago.com/menu/index.html ## About - Website: https://www.cumin-chicago.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Top 45% of the sites scanned in this index. Just above: Craft Pizza C, Creepies C. Just below: Do-Rite Donuts & Chicken C, Falafel & Grill C.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 52% | no |
| Have an llms.txt | 19% | no |
The top tenth is the 157 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites using Toast 1,749 sites | 74% | 62% | 64.6% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Kama indian | 377 m | A | yes |
| Mirra indian, mexican | 1.2 km | B | yes |
| Rangoli indian | 1.3 km | A | yes |
| Superkhana International indian | 3.8 km | A | yes |
| Gorkha Kitchen indian, nepalese | 3.9 km | A | yes |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Chicago | 1,561 | 50% | 38% | 64.6% |
| Using Toast in Chicago | 200 | 76% | 63% | 64.6% |
Galit A 100% · Sepia A 100% · Gale Street Inn A 95.4% · Macello A 95.4% · Nellie’s Restaurant A 95.4%
With the fix above (No structured data for the business) the score would be about 87.7%: 148th of 1,561 in Chicago, up from 709th.
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/cumin-chicago.com, through the MCP tool direct_record and in the city feed /city/chicago/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | www.toasttab.com/cumin/giftcards vendor on own site: Toast | found by the scan of 2026-10-14, not yet tested |
| Menu | www.cumin-chicago.com/menu/index.html html_page | from the scan |
| Hours | none on record | |
| Phone | +1-773-342-1414 |
Stable links that count: /go/cumin-chicago.com/order, /go/cumin-chicago.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 |
| Vendor terms for agents Toast, read 2026-10-15 | Partners only |
Not measured at this scan; the next scan measures it.
Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Source. About Toast · all vendors.
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 | no |
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/cumin-chicago.com"><img src="https://directindex.org/badge/cumin-chicago.com.svg" alt="Agent-Direct Score C" 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.