Sunnin Lebanese Café
sunnin.com is hard for agents to use.
AI assistants cannot open the website of Sunnin Lebanese Café, so they rely on what other sites say about it.
Listed by OpenStreetMap · Overture Maps.
Book directly: sunnin.com/reservations/ on the business's own site · Order directly: order.toasttab.com/online/sunnin through toast acting for the business · Menu: sunnin.com/menu/
See what an AI agent reads on this site →
31 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.
Since the scan of 2026-10-14 (F then): fixed The site could not be read at all. new The site turned every visitor without a browser away; Structured data was incomplete.
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 Sunnin Lebanese Café compares
922 of 1,438 in Los Angeles
Top 64% of the sites scanned in this index. Just above: Ramen Nagi D, Ruen Pair D. Just below: The French Way D, The Red Chickz 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 | 99% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | no |
| Structured data with address, phone and hours | 46% | no |
| Have an llms.txt | 20% | no |
The top tenth is the 144 best-scoring reachable sites of the index at the last refresh.
Against its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with WordPress 36,926 sites | 58% | 29% | 47.7% |
| Sites using Toast 1,884 sites | 74% | 63% | 47.7% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Shamshiri Grill persian | 135 m | C | yes |
| Tacos Super Gallito tacos | 165 m | C | yes |
| Nobu sushi | 365 m | C | yes |
| Muma Kitchen mediterranean, turkish | 413 m | B | yes |
| Tuscan Son italian | 491 m | A | yes |
| Mary and Robb's Westwood Cafe american | 544 m | F | no |
| Pita Cafe mediterranean | 553 m | B | yes |
| Flame persian | 562 m | F | no |
| Cafe Glace pizza, regional, sandwich, persian | 567 m | B | yes |
| Hamasaku sushi | 594 m | C | yes |
Businesses like Sunnin Lebanese Café in Los Angeles
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Los Angeles | 1,438 | 52% | 39% | 47.7% |
| Sites built with WordPress in Los Angeles | 302 | 68% | 51% | 47.7% |
| Sites using Toast in Los Angeles | 128 | 72% | 54% | 47.7% |
| Sites built with WordPress and using Toast in Los Angeles | 32 | 69% | 44% | 47.7% |
The best of the sites built with WordPress and using Toast in Los Angeles
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%
The climb
With the two fixes above (The site turns every visitor without a browser away, AI agents included; Structured data is incomplete) the score would be about 95.4%: 22nd of 1,438 in Los Angeles, up from 922nd.
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
- 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 Los Angeles. List your agency or yourself: free, reviewed by hand.
Already right
- robots.txt lets AI crawlers in No rule blocks the key AI user agents.
- Structured data present (Organization) but without address, phone or hours
- Menu or price list is an HTML page Agents can read items and prices directly.
- Booking on your own site Agents can book without a marketplace in the loop.
- Ordering through toast on your own domain No marketplace commission, and the guest stays yours.
Builder: wordpress · 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 wordpress is in the guides.
Where to paste it on WordPress: a plugin that adds code to every page's header, such as WPCode (Insert Headers and Footers), in its Header box. 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": "Sunnin Lebanese Café",
"url": "https://sunnin.com/",
"telephone": "+1-310-475-3358",
"email": "westwood@sunnin.com",
"address": {
"@type": "PostalAddress",
"streetAddress": "Westwood Boulevard 1776",
"postalCode": "90024",
"addressLocality": "Los Angeles"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 34.0505374,
"longitude": -118.4373991
},
"openingHours": "Mo-Th,Su 11:00-21:00; Fr-Sa 11:00-22:00; PH off",
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Monday",
"Tuesday",
"Wednesday",
"Thursday",
"Sunday"
],
"opens": "11:00",
"closes": "21:00"
},
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Friday",
"Saturday"
],
"opens": "11:00",
"closes": "22:00"
}
],
"servesCuisine": [
"lebanese"
],
"acceptsReservations": "https://sunnin.com/reservations/",
"hasMenu": "https://sunnin.com/menu/",
"potentialAction": [
{
"@type": "ReserveAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://sunnin.com/reservations/",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
},
"result": {
"@type": "Reservation",
"name": "Reservation"
}
},
{
"@type": "OrderAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://order.toasttab.com/online/sunnin",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
}
}
]
}
</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/sunnin.com"><img src="https://directindex.org/badge/sunnin.com.svg" alt="Agent-Direct Score D" 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 Sunnin Lebanese Café
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/sunnin.com, through the MCP tool direct_record and in the city feed /city/los-angeles/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | sunnin.com/reservations/ own site | found by the scan of 2026-10-15, not yet tested |
| Order | order.toasttab.com/online/sunnin vendor on own site: Toast | found by the scan of 2026-10-15, not yet tested |
| Menu | sunnin.com/menu/ html_page | from the scan |
| Hours | Mo-Th,Su 11:00-21:00; Fr-Sa 11:00-22:00; PH off (open now) | from OpenStreetMap |
| Phone | +1-310-475-3358 |
Stable links that count: /go/sunnin.com/book, /go/sunnin.com/order, /go/sunnin.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 Toast | yes |
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 |