Chuan Chim
menupages.com is partly visible to agents.
Menu: menupages.com/
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.
What to fix first
- No structured data for the business +14 points
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
- Ordering only through grubhub +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
- No llms.txt no points, still worth doing
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.
Already right
- robots.txt lets AI crawlers in No rule blocks the key AI user agents.
- AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- Menu or price list is an HTML page Agents can read items and prices directly.
Builder: unknown · Front: cloudflare
What to paste
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.
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": "Chuan Chim",
"url": "https://chuanchim.eat24hour.com/",
"telephone": "+1 323-462-6221",
"address": {
"@type": "PostalAddress",
"streetAddress": "Hollywood Boulevard 5644",
"postalCode": "90028",
"addressLocality": "Hollywood"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 34.101526,
"longitude": -118.3130185
},
"openingHours": "18:00-03:00",
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [],
"opens": "18:00",
"closes": "03:00"
}
],
"servesCuisine": [
"thai"
],
"hasMenu": "https://menupages.com/"
}
</script>
llms.txt
Save as /llms.txt at the root of the site. Guide.
# Chuan Chim > restaurant (thai) in Hollywood Boulevard 5644 90028 Hollywood, Los Angeles. Phone +1 323-462-6221. ## Book or order directly - Menu: https://menupages.com/ ## Opening hours 18:00-03:00 ## About - Website: https://chuanchim.eat24hour.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
815 of 1,672 in Los Angeles
Top 49% of the sites scanned in this index. Just above: Cafe Istanbul C, Chandni C. Just below: Eagle Rock Kabob C, El Cid C.
| 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) | 96% | yes |
| Structured data with address, phone and hours | 48% | no |
| Have an llms.txt | 19% | no |
The top tenth is the 170 best-scoring reachable sites of the index at the last refresh.
Against its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites using Grubhub 140 sites | 66% | 46% | 55.4% |
Nearest places with a similar menu
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Torung thai | 56 m | D | no |
| พี่ใหญ่ ห้องอาหาร Yai Restaurant thai, chinese | 200 m | A | yes |
| Boran thai | 521 m | D | no |
| Bhan Kanom Cafe thai | 656 m | C | yes |
| Ruen Pair thai | 695 m | D | no |
| ข้าวต้ม ฮอลลีวูด (Hollywood Thai) thai | 762 m | D | no |
| Salaya thai | 891 m | C | yes |
| Sanamluang Cafe thai | 928 m | D | no |
| Lacha Somtum thai | 940 m | D | no |
| Roasted Duck by Pa Ord thai | 1.0 km | D | yes |
Level 1 of 5, Basic Web Presence
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 |
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.
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/menupages.com"><img src="https://directindex.org/badge/menupages.com.svg" alt="Agent-Direct Score C" width="236" height="40"></a>
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.
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.