The Direct Index
Report · New York · scanned 2026-10-14

Land Thai Kitchen

landthaikitchen.com is hard for agents to use.

Listed by OpenStreetMap.

Order directly: order.toasttab.com/online/land-thai-kitchen-450-amsterdam-av through toast acting for the business

See what an AI agent reads on this site →

50.3%

32.7 of 65 points available

1/5

agent-readiness level, Basic Web Presence

4

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

  1. 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

  2. No menu or price list found +7 points

    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

  3. The server turns AI crawlers away at the door +3.3 points

    Live fetches as GPTBot (http_429) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. How to fix it

  4. 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 New York. List your agency or yourself: free, reviewed by hand.

Already right

Builder: wordpress · Front: cloudflare · Cloudflare in front; AI crawlers blocked at the edge

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.

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": "Land Thai Kitchen",
  "url": "https://www.landthaikitchen.com/",
  "telephone": "+1-212-501-8121",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Amsterdam Avenue 450",
    "postalCode": "10024",
    "addressLocality": "New York"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.784963,
    "longitude": -73.9772434
  },
  "servesCuisine": [
    "thai"
  ],
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.toasttab.com/online/land-thai-kitchen-450-amsterdam-ave",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

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

# Land Thai Kitchen

> restaurant (thai) in Amsterdam Avenue 450 10024 New York, New York. Phone +1-212-501-8121.

## Book or order directly

- Order: https://order.toasttab.com/online/land-thai-kitchen-450-amsterdam-ave (through toast acting for the business)

## About

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

How Land Thai Kitchen compares

Where it stands

2,601 of 4,270 in New York

Top 61% of the sites scanned in this index. Just above: jPAN Sushi D, Dubu Haus D. Just below: Noches De Columbia D, Norma D.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain100%yes
Publish the menu or price list as HTML99%no
Let AI crawlers in (no edge block, no robots.txt block)94%no
Structured data with address, phone and hours50%no
Have an llms.txt13%no

The top tenth is the 433 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with WordPress 36,926 sites58%29%50.3%
Sites using Toast 1,884 sites74%63%50.3%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Spice thai77 mFno
Sala Thai thai597 mCyes
Thai @ Lex thai1.9 kmDyes
Thai Hot Box thai2.1 kmByes
Noodies Thai Kitchen thai2.2 kmDno
Thai Chai Kitchen thai2.2 kmBno
THEP thai2.3 kmByes
Up Thai thai2.3 kmDyes
Tam Mai Thai thai2.4 kmCyes
Chu Ros Thai thai2.5 kmByes
Businesses like yours

Businesses like Land Thai Kitchen in New York

GroupSitesAvg scoreA or BThis site
Same kind in New York4,27052%40%50.3%
Built with WordPress in New York66767%49%50.3%
Using Toast in New York32477%69%50.3%
Built with WordPress and using Toast in New York4875%58%50.3%

The best of Built with WordPress and using Toast in New York

Kokomo A 100% · Ainslie A 95.4% · 5 Burro Cafe A 92.3% · Donna's Pizza A 92.3% · Leitao A 92.3%

The climb

With the three fixes above (No structured data for the business; No menu or price list found; The server turns AI crawlers away at the door) the score would be about 87.7%: 471st of 4,270 in New York, up from 2601st.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.

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.

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.

Rescan now · Markdown · Dispute a check

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.

Send the fixes to your web person
One email, the fixes and the link; nothing stored.
Show the score

Owners who score well embed the badge; it links back here and updates with every scan.

Agent-Direct Score D

<a href="https://directindex.org/r/landthaikitchen.com"><img src="https://directindex.org/badge/landthaikitchen.com.svg" alt="Agent-Direct Score D" width="236" height="40"></a>
For developers and agents

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
The direct record

What agents get for Land Thai Kitchen

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/landthaikitchen.com, through the MCP tool direct_record and in the city feed /city/new-york/direct.json.

PathLinkStatus
Booknone on record
Orderorder.toasttab.com/online/land-thai-kitchen-450-amsterdam-av vendor on own site: Toastfound by the scan of 2026-10-14, not yet tested
Menunone on record
Hoursnone on record
Phone+1-212-501-8121

Stable links that count: /go/landthaikitchen.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.

Transactable

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
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
Through partners

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.

Agent readiness

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 homepageno how
sitemap.xmlyes
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessno