shamshiri.com is partly visible to agents.
Order directly: www.toasttab.com/shamshiri-grill2-1712-westwood-blvd/v3 through toast acting for the business
Score over 2 scans since 2026-10-14: 55% → 55%
See what an AI agent reads on this site →
36 of 65 points available
agent-readiness level, Basic Web Presence
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.
Since the scan of 2026-10-14: no change in the findings.
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
Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. 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 Los Angeles. List your agency or yourself: free, reviewed by hand.
Builder: wordpress · Front: cloudflare
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on wordpress 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": "Shamshiri Grill",
"url": "https://shamshiri.com/",
"telephone": "+1 310 474-1410",
"address": {
"@type": "PostalAddress",
"streetAddress": "Westwood Boulevard 1712",
"postalCode": "90024",
"addressLocality": "Los Angeles"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 34.0515292,
"longitude": -118.438246
},
"openingHours": "Mo-Th 11:30-21:00; Fr 11:30-22:00; Sa 12:00-22:00; Su 12:00-21:00",
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Monday",
"Tuesday",
"Wednesday",
"Thursday"
],
"opens": "11:30",
"closes": "21:00"
},
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Friday"
],
"opens": "11:30",
"closes": "22:00"
},
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Saturday"
],
"opens": "12:00",
"closes": "22:00"
},
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Sunday"
],
"opens": "12:00",
"closes": "21:00"
}
],
"servesCuisine": [
"persian"
],
"potentialAction": [
{
"@type": "OrderAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://www.toasttab.com/shamshiri-grill2-1712-westwood-blvd/v3",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
}
}
]
}
</script>
Save as /llms.txt at the root of the site. Guide.
# Shamshiri Grill > restaurant (persian) in Westwood Boulevard 1712 90024 Los Angeles, Los Angeles. Phone +1 310 474-1410. ## Book or order directly - Order: https://www.toasttab.com/shamshiri-grill2-1712-westwood-blvd/v3 (through toast acting for the business) ## Opening hours Mo-Th 11:30-21:00; Fr 11:30-22:00; Sa 12:00-22:00; Su 12:00-21:00 ## About - Website: https://shamshiri.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Top 55% of the sites scanned in this index. Just above: Saint Felix Hollywood C, Sampa's Pizza C. Just below: Warin Thai by JoJo & Mom's Thai Kitchen C, Mandi House D.
| 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% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | yes |
| Structured data with address, phone and hours | 47% | no |
| Have an llms.txt | 20% | no |
The top tenth is the 152 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with WordPress 36,926 sites | 58% | 29% | 55.4% |
| Sites using Toast 1,884 sites | 74% | 63% | 55.4% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Tacos Super Gallito tacos | 300 m | C | yes |
| Mary and Robb's Westwood Cafe american | 409 m | F | no |
| Flame persian | 426 m | F | no |
| Cafe Glace pizza, regional, sandwich, persian | 433 m | B | yes |
| Nobu sushi | 500 m | C | yes |
| Attari sandwich | 542 m | D | no |
| Pita Cafe mediterranean | 544 m | B | yes |
| Pomodoro Trattoria-Pizzeria italian | 546 m | D | no |
| Muma Kitchen mediterranean, turkish | 548 m | B | yes |
| Tuscan Son italian | 556 m | A | yes |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Los Angeles | 1,492 | 50% | 37% | 55.4% |
| Built with WordPress in Los Angeles | 308 | 68% | 50% | 55.4% |
| Using Toast in Los Angeles | 127 | 73% | 55% | 55.4% |
| Built with WordPress and using Toast in Los Angeles | 31 | 70% | 45% | 55.4% |
Prose Kitchen & Bar A 98.5% · Casa Córdoba A 87.7% · Redbird LA A 87.7% · Two Boots B 83.1% · Men & Beasts B 82%
With the two fixes above (No structured data for the business; No menu or price list found) the score would be about 87.7%: 150th of 1,492 in Los Angeles, up from 827th.
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/shamshiri.com, through the MCP tool direct_record and in the city feed /city/los-angeles/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | www.toasttab.com/shamshiri-grill2-1712-westwood-blvd/v3 vendor on own site: Toast | found by the scan of 2026-10-14, not yet tested |
| Menu | none on record | |
| Hours | Mo-Th 11:30-21:00; Fr 11:30-22:00; Sa 12:00-22:00; Su 12:00-21:00 (closed now) | from OpenStreetMap |
| Phone | +1 310 474-1410 |
Stable links that count: /go/shamshiri.com/order 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 | 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 | 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/shamshiri.com"><img src="https://directindex.org/badge/shamshiri.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.