Report · los angeles · scanned 2026-10-14

Bulan Thai Vegeterian Kitchen

bulanthaikitchen.com is hard for agents to use.

Order directly: www.foodbooking.com/ordering/restaurant/menu/outcome/accepte through gloriafood acting for the business

See what an AI agent reads on this site →

53.8%

35 of 65 points available

0/5

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.

Findings

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 for a restaurant. It is the one block every assistant reads first. How to fix it
Menu lives on another site +5 points
The menu link points to foodbooking.com, so the credit and the traffic go there. How to fix it
No working HTTPS +3 points
The page is only served over plain http. Agents and browsers downrank or refuse it.
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.
Ordering through gloriafood on your own domain No marketplace commission, and the guest stays yours.

Builder: wordpress · Front: cloudflare

Fix kit

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.

Structured data (JSON-LD)

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": "Bulan Thai Vegeterian Kitchen",
  "url": "http://www.bulanthaikitchen.com/",
  "telephone": "+1 323-913-1488",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Santa Monica Boulevard 4114"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.0919003,
    "longitude": -118.2820629
  },
  "openingHours": "11:00-22:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "11:00",
      "closes": "22:00"
    }
  ],
  "servesCuisine": [
    "thai"
  ],
  "hasMenu": "https://www.foodbooking.com/ordering/restaurant/menu/outcome/accepted?restaurant_uid=7fde3fa0-4af2-4e10-a3d2-85272ea6bfb1&#038;client_is_mobile=true",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.foodbooking.com/ordering/restaurant/menu/outcome/accepted?restaurant_uid=7fde3fa0-4af2-4e10-a3d2-85272ea6bfb1&#038;client_is_mobile=true",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

Save as /llms.txt at the root of the site. Guide.

# Bulan Thai Vegeterian Kitchen

> restaurant (thai) in Santa Monica Boulevard 4114, Los Angeles. Phone +1 323-913-1488.

## Book or order directly

- Order: https://www.foodbooking.com/ordering/restaurant/menu/outcome/accepted?restaurant_uid=7fde3fa0-4af2-4e10-a3d2-85272ea6bfb1&#038;client_is_mobile=true (through gloriafood acting for the business)
- Menu: https://www.foodbooking.com/ordering/restaurant/menu/outcome/accepted?restaurant_uid=7fde3fa0-4af2-4e10-a3d2-85272ea6bfb1&#038;client_is_mobile=true

## Opening hours

11:00-22:00

## About

- Website: http://www.bulanthaikitchen.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.

Where it stands

835 of 1,672 in Los Angeles

Top 50% of the sites scanned in this index. Just above: Bay Cities Italian Deli D, Boran D. Just below: Burritos La Palma D, Chili Johns 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	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 built with WordPress 35,830 sites	57%	26%	53.8%
Sites using GloriaFood 103 sites	68%	42%	53.8%

Nearest places with a similar menu

Place	Distance	Grade	Direct booking or ordering
Wat Dong Moon Lek Noodle thai	475 m	F	no
Green Leaves Vegan thai	1.4 km	B	yes
April 90 Something thai	1.6 km	F	no
Roasted Duck by Pa Ord thai	2.1 km	D	yes
Sanamluang Cafe thai	2.2 km	D	no
Lacha Somtum thai	2.2 km	D	no
Salaya thai	2.3 km	C	yes
ข้าวต้ม ฮอลลีวูด (Hollywood Thai) thai	2.4 km	D	no
Ruen Pair thai	2.4 km	D	no
Bhan Kanom Cafe thai	2.5 km	C	yes

Agent readiness

Level 0 of 5, Not Ready

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	no how
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

Assistants

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.

Badge

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/bulanthaikitchen.com"><img src="https://directindex.org/badge/bulanthaikitchen.com.svg" alt="Agent-Direct Score D" width="236" height="40"></a>

Owners

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.

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