The Direct Index
Report · Atlanta · scanned 2026-10-22

Grand China

grandchinaatl.com is partly visible to agents.

Listed by Overture Maps.

OrderMenuCallWebsite

Ways to reach Grand China directly, with no marketplace in between. Checked 2026-10-22. On the business's own site. Report a mistake

2905 Peachtree Rd NE, 30305, Atlanta · +14042318690

Its menu mentions: a lunch or set menu

Nearby, also direct

Places near Grand China that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

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

62%

40.3 of 65 points available

1/5

agent-readiness level, Basic Web Presence

3

things to fix

Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.

See what an AI agent reads on this site →

What the site tells visitors Measured, not scored

These don't change the grade.

The footer says © 2022.

Visitors and assistants may read that year as the last time anyone looked after the site. In Atlanta, 75% of comparable sites that show a year say 2025 or later.

Every city compared →
Assistants

What assistants answer

Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.

The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

The assistants were asked 12 everyday questions about Atlanta and named 80 places. Grand China wasn't one of them. See who was named →

Where it stands

How Grand China compares

Where it stands

583 of 1,257 in Atlanta

Top 46% of the sites scanned in this index. Just above: Bon Appétit at SCAD Atlanta C, Dorian Gray C. Just below: Kays Cuisines @ Buckhead C, Your 3rd Spot C.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain100%yes
Publish the menu or price list as HTML100%yes
Let AI crawlers in (no block at the server or in robots.txt)95%no
Structured data with address, phone and hours66%no
Have an llms.txt48%no

The top 10% are the 128 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with WordPress 145,483 sites57%28%62%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Canton Buddha chinese107 mBno
Brio italian163 mByes
Barberitos mexican172 mByes
Hungry Cherub Cafe227 mFno
Clark's Steakhouse steak_house293 mAyes
Carmel398 mAyes
Ray's New York Pizza pizza412 mAyes
Cafe Tu Tu Tango pizza420 mCyes
Le Bilboquet french433 mCno
Gypsy Kitchen436 mAyes
Businesses like yours

Businesses like Grand China in Atlanta

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Atlanta1,25754%36%62%
Sites built with WordPress in Atlanta25766%47%62%

The best of the sites built with WordPress in Atlanta

Barstool Bites A 100% · Bene Korean BBQ A 100% · Fogo de Chão A 100% · Hawkers Asian Street Food A 100% · Life Bistro A 100%

After the top fixes

With the two fixes above (No structured data for the business; The server turns AI crawlers away at the door), the score would be about 95.4%. That would be 63rd of 1,257 in Atlanta, up from 583rd.

Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.

Findings

What to fix first

  1. No structured data for the business +15 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). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it

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

    Requests as GPTBot (challenge:access denied), ClaudeBot (challenge:access denied) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. How to fix it

  3. No llms.txt no points, but worth doing

    Optional for now and cheap to add. It's a short text file that describes the business for language models. How to fix it

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in Atlanta. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • robots.txt lets AI crawlers in No rule blocks the main AI user agents.
  • Menu or price list is an HTML page Agents can read the items and prices.
  • Ordering on your own site Agents can order without going through a marketplace.

Builder: wordpress · contact page /contact-gc/: nothing new; menu page /ordermenu/: nothing new

Fix kit

What to paste

Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on wordpress.

Where to paste it on WordPress: a plugin that adds code to every page's header, such as WPCode (Insert Headers and Footers), in its Header box. the official help page.

Show the code to paste

Structured data (JSON-LD)

Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "Grand China",
  "url": "http://grandchinaatl.com/",
  "telephone": "+14042318690",
  "address": "2905 Peachtree Rd NE, 30305, Atlanta",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 33.83423593,
    "longitude": -84.38254608
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://grandchinaatl.com/ordermenu/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

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

# Grand China

> local business (chinese) in 2905 Peachtree Rd NE, 30305, Atlanta, Atlanta. Phone +14042318690.

## Book or order directly

- Order: https://grandchinaatl.com/ordermenu/ (on the business's own site)
- Menu: https://grandchinaatl.com/ordermenu/

## About

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

Own this business?

If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.

· Markdown · Dispute a check

Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid 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 put the badge on their site. It links back here and updates with every scan.

Agent-Direct Score C

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

What agents get, and what the site publishes

The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Grand China

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/grandchinaatl.com, through the MCP tool direct_record and in the city feed /city/atlanta/direct.json.

PathLinkStatus
Booknone on record
Ordergrandchinaatl.com/ordermenu/ own sitefound by the scan of 2026-10-22, not yet tested
Menugrandchinaatl.com/ordermenu/ html_pagefrom the scan
Hoursnone on record
Phone+14042318690

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

These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward 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