The Direct Index
Report · New York · scanned 2026-10-15

LENOXTHAI

lenoxthai.com is mostly ready for agents.

Some AI assistants are turned away by the website of LENOXTHAI. It can read what LENOXTHAI offers. It finds a way to book or order directly on the site.

Listed by OpenStreetMap · Overture Maps.

Order directly: www.lenoxthai.com/inquiry/order-catering on the business's own site · Menu: www.lenoxthai.com/menu

See what an AI agent reads on this site →

80.5%

52.3 of 65 points available

1/5

agent-readiness level, Basic Web Presence

3

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 server turned AI crawlers away at the door; Structured data was incomplete; No llms.txt.

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.

Where it stands

How LENOXTHAI compares

Where it stands

889 of 3,788 in New York

Top 23% of the sites scanned in this index. Just above: Emily B, Houlihan's B. Just below: AbuQir Seafood B, Am Thai Bistro B.

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%yes
Let AI crawlers in (no edge block, no robots.txt block)94%no
Structured data with address, phone and hours48%no
Have an llms.txt14%no

The top tenth is the 379 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with Wix 3,255 sites58%35%80.5%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Marwin Thai thai275 mBno
Echoes of Siam thai429 mBno
Up Thai thai679 mDyes
THEP thai781 mByes
Spice thai932 mByes
Su Khum Vit 51 thai1.2 kmCno
Yezo Isankaya thai1.3 kmByes
Tam Mai Thai thai1.5 kmCyes
Thai @ Lex thai1.6 kmDyes
Gai Chicken & Rice thai1.7 kmCyes
Businesses like yours

Businesses like LENOXTHAI in New York

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in New York3,78855%41%80.5%
Sites built with Wix in New York19761%35%80.5%

The best of the sites built with Wix in New York

Som Bo A 100% · Airways Pizza A 95.4% · Aunt Jake's A 95.4% · Cabana Restaurant & Bar A 95.4% · Guadalupe A 95.4%

The climb

With the two fixes above (The server turns AI crawlers away at the door; Structured data is incomplete) the score would be about 95.4%: 65th of 3,788 in New York, up from 889th.

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

Findings

What to fix first

  1. The server turns AI crawlers away at the door +6.7 points

    Live fetches as ClaudeBot (cloudflare_challenge), PerplexityBot (cloudflare_challenge) 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

  2. Structured data is incomplete +3 points

    Missing: opening hours. How to fix it

  3. 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

Send the fixes to your web person

One email, the fixes and the link; nothing stored.

No one is listed yet to fix this in New York. List your agency or yourself: free, reviewed by hand.

Already right

Builder: wix · Front: cloudflare · contact page /about-us: answered 429; menu page /menu: answered 429; booking page /inquiry/order-catering: answered 429; 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 wix is in the guides.

Where to paste it on Wix: Settings, then Custom Code under Development & integrations, then Add Custom Code; choose All pages and Head. The site must be published with a connected domain. 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": "LENOXTHAI",
  "url": "https://www.lenoxthai.com",
  "telephone": "+1-212-466-6189",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "1st Avenue 1219",
    "postalCode": "10065"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.7638606,
    "longitude": -73.9590987
  },
  "openingHours": "Mo-Su 11:30-15:00, 16:00-21:15",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "11:30",
      "closes": "15:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "16:00",
      "closes": "21:15"
    }
  ],
  "servesCuisine": [
    "thai"
  ],
  "hasMenu": "https://www.lenoxthai.com/menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.lenoxthai.com/inquiry/order-catering",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

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

# LENOXTHAI

> restaurant (thai) in 1st Avenue 1219 10065, New York. Phone +1-212-466-6189.

## Book or order directly

- Order: https://www.lenoxthai.com/inquiry/order-catering (on the business's own site)
- Menu: https://www.lenoxthai.com/menu

## Opening hours

Mo-Su 11:30-15:00, 16:00-21:15

## About

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

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.

Agent-Direct Score B

<a href="https://directindex.org/r/lenoxthai.com"><img src="https://directindex.org/badge/lenoxthai.com.svg" alt="Agent-Direct Score B" 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 LENOXTHAI

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

PathLinkStatus
Booknone on record
Orderwww.lenoxthai.com/inquiry/order-catering own sitefound by the scan of 2026-10-15, not yet tested
Menuwww.lenoxthai.com/menu html_pagefrom the scan
HoursMo-Su 11:30-15:00, 16:00-21:15 (open now)from OpenStreetMap
Phone+1-212-466-6189

Stable links that count: /go/lenoxthai.com/order, /go/lenoxthai.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.

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
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
Square, Toast, or a vendor whose terms allow agents
no
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 businessyes