laothaikitchen.com is hard for agents to use.
Menu: laothaikitchen.com/menu/
See what an AI agent reads on this site →
32 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.
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 have nothing to act on. Add a booking or ordering page on your own domain. 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 San Francisco. 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; add priceRange if you like. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Restaurant",
"name": "Lao/Thai Kitchen",
"url": "https://laothaikitchen.com/",
"telephone": "+1-510-558-8915",
"address": {
"@type": "PostalAddress",
"streetAddress": "Solano Avenue 1406",
"addressCountry": "US"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 37.890685,
"longitude": -122.2891905
},
"openingHours": "Tu-Fr 16:30-21:00; Sa 12:00-15:00, 16:30-21:00; Su 16:00-20:00",
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Tuesday",
"Wednesday",
"Thursday",
"Friday"
],
"opens": "16:30",
"closes": "21:00"
},
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Saturday"
],
"opens": "12:00",
"closes": "15:00"
},
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Saturday"
],
"opens": "16:30",
"closes": "21:00"
},
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Sunday"
],
"opens": "16:00",
"closes": "20:00"
}
],
"servesCuisine": [
"lao",
"thai"
],
"hasMenu": "https://laothaikitchen.com/menu/"
}
</script>
Save as /llms.txt at the root of the site. Guide.
# Lao/Thai Kitchen > restaurant (lao, thai) in Solano Avenue 1406, San Francisco. Phone +1-510-558-8915. ## Book or order directly - Menu: https://laothaikitchen.com/menu/ ## Opening hours Tu-Fr 16:30-21:00; Sa 12:00-15:00, 16:30-21:00; Su 16:00-20:00 ## About - Website: https://laothaikitchen.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: Kao Sarn D, Kura Sushi D. Just below: Locali Mediterranean D, Pacific Cafe D.
| 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 | 94% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 50% | no |
| Have an llms.txt | 13% | no |
The top tenth is the 127 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with WordPress 35,830 sites | 57% | 26% | 49.2% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Bua Luang thai | 649 m | B | yes |
| Funky Elephant thai | 1.4 km | D | no |
| Bangkok Thai Cuisine thai | 2.3 km | F | no |
| Thai Table thai | 2.5 km | F | no |
| Tanzie's Chiang Mai Thai Brunch thai, brunch | 3.2 km | C | yes |
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.
| 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/laothaikitchen.com"><img src="https://directindex.org/badge/laothaikitchen.com.svg" alt="Agent-Direct Score D" 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.