The Direct Index
Report · Chicago · scanned 2026-10-15

Khmai Restaurant

khmai-fine-dining.com is mostly ready for agents.

Some AI assistants are turned away by the website of Khmai Restaurant. It can read what Khmai Restaurant offers. To book or order, it is sent to OpenTable, a marketplace.

Listed by OpenStreetMap · Overture Maps.

Order directly: www.toasttab.com/khmai-cambodian-fine-dining-6580-north-sher through toast acting for the business · Menu: khmai-fine-dining.com/menu

See what an AI agent reads on this site →

81.1%

52.7 of 65 points available

0/5

agent-readiness level, Not Ready

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.

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; Booking only through a marketplace; 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 Khmai Restaurant compares

Where it stands

1,299 of 1,524 in Chicago

Top 85% of the sites scanned in this index. Just above: Kashgar Uyghur Dining F, Kenny's Ribs and Chicken F. Just below: Kimchi Pop F, Kirkwood Bar & Grill F.

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 HTML97%yes
Let AI crawlers in (no edge block, no robots.txt block)95%no
Structured data with address, phone and hours51%no
Have an llms.txt19%no

The top tenth is the 153 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with GoDaddy Website Builder 285 sites54%23%81.1%
Sites using OpenTable 1,462 sites67%43%81.1%
Sites using Toast 1,884 sites74%63%81.1%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Auntie Anne's pretzel277 mAyes
Eggs With Benefits breakfast320 mCno
J.B. Alberto's pizza713 mBno
Burger Bite burger753 mFno
Taste of Peru peruvian860 mBno
Flaco's Tacos mexican867 mCno
Pete's Pizza pizza884 mByes
Falafel Kebab middle_eastern894 mByes
Gino's North pizza910 mFno
Blue Jay Cafe918 mByes
Businesses like yours

Businesses like Khmai Restaurant in Chicago

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Chicago1,52450%39%81.1%
Sites built with GoDaddy Website Builder in Chicago3158%32%81.1%
Sites using OpenTable in Chicago12570%43%81.1%
Sites built with GoDaddy Website Builder and using OpenTable in Chicago377%67%81.1%

The best of the sites using OpenTable in Chicago

Superkhana International A 93.8% · Class Act A 92.3% · Fora A 92.3% · Roka Akor A 92.3% · Trino A 92.3%

The climb

With the three fixes above (Booking only through opentable; The server turns AI crawlers away at the door; Structured data is incomplete) the score would be about 95.4%: 38th of 1,524 in Chicago, up from 1299th.

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. Booking only through opentable +5 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

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

    Live fetches as ClaudeBot (connection_dropped:TimeoutError) 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

  3. Structured data is incomplete +1 points

    Missing: telephone. 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

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 Chicago. List your agency or yourself: free, reviewed by hand.

Already right

Builder: godaddy · Front: cloudflare · menu page /menu: not fetched; 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 godaddy 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": "Khmai Restaurant",
  "url": "https://khmai-fine-dining.com/",
  "telephone": "+1-312-626-7710",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "North Sheridan Road 6580",
    "postalCode": "60626",
    "addressLocality": "Chicago"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.0024237,
    "longitude": -87.6610302
  },
  "servesCuisine": [
    "asian"
  ],
  "hasMenu": "https://khmai-fine-dining.com/menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.toasttab.com/khmai-cambodian-fine-dining-6580-north-sheridan-road/giftcards",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

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

# Khmai Restaurant

> restaurant (asian) in North Sheridan Road 6580 60626 Chicago, Chicago. Phone +1-312-626-7710.

## Book or order directly

- Order: https://www.toasttab.com/khmai-cambodian-fine-dining-6580-north-sheridan-road/giftcards (through toast acting for the business)
- Menu: https://khmai-fine-dining.com/menu

## About

- Website: https://khmai-fine-dining.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/khmai-fine-dining.com"><img src="https://directindex.org/badge/khmai-fine-dining.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 Khmai Restaurant

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/khmai-fine-dining.com, through the MCP tool direct_record and in the city feed /city/chicago/direct.json.

PathLinkStatus
Booknone on record
Orderwww.toasttab.com/khmai-cambodian-fine-dining-6580-north-sher vendor on own site: Toastfound by the scan of 2026-10-15, not yet tested
Menukhmai-fine-dining.com/menu html_pagefrom the scan
Hoursnone on record
Phone+1-312-626-7710

Stable links that count: /go/khmai-fine-dining.com/order, /go/khmai-fine-dining.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
Toast
yes
Vendor terms for agents
Toast, read 2026-10-15
Through partners

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.

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. Cloudflare's report.

Link headers on the homepageno how
sitemap.xmlno how
AI bot rules in robots.txtno how
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