The Direct Index
Report · Los Angeles · scanned 2026-10-23

Twin Dragon Chinese Restaurant

twindragoncali.com is mostly ready for agents.

Listed by Overture Maps.

OrderMenuCallWebsite

Ways to reach Twin Dragon Chinese Restaurant directly, with no marketplace in between. Checked 2026-10-23. On the business's own site. Report a mistake

8597 W Pico Blvd, 90035, Los Angeles · +13106577355

Nearby, also direct

Places near Twin Dragon Chinese Restaurant that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

An AI assistant can open Twin Dragon Chinese Restaurant's website. It can read what Twin Dragon Chinese Restaurant offers. It finds a way to book or order directly on the site.

73.8%

48 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 →

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 Los Angeles and named 95 places. Twin Dragon Chinese Restaurant wasn't one of them. See who was named →

Where it stands

How Twin Dragon Chinese Restaurant compares

Where it stands

Not ranked yet in Los Angeles

The ranking updates every hour. This site joins it at the next update.

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 HTML97%yes
Let AI crawlers in (no block at the server or in robots.txt)98%yes
Structured data with address, phone and hours44%no
Have an llms.txt21%no

The top 10% are the 90 highest-scoring reachable sites in the index at the last update.

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Inomoni Vegan Dim Sum chinese1.3 kmFno
Shanghai Diamond Garden chinese1.5 kmFno
Island Chinese Restaurant chinese2.1 kmFno
Hoy's Wok Chinese Food chinese2.2 kmCyes
Silk Road chinese2.2 kmFno
Hibachi-San chinese2.3 kmFno
Noodle Art chinese2.6 kmCyes
Peking Kitchen chinese2.6 kmFno
Mian chinese3.0 kmDno
K&A Canton chinese3.3 kmDno
Businesses like yours

Businesses like Twin Dragon Chinese Restaurant in Los Angeles

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Los Angeles89453%38%73.8%

The best of the businesses of the same kind in Los Angeles

Aki Shabu A 100% · Dtown Pizzeria A 100% · Fogo de Chão A 100% · Kiez Küche & Beer Garden A 100% · Mixt A 100%

After the top fixes

With the fix above (No structured data for the business), the score would be about 95.4%. That would be 13th of 894 in Los Angeles, up from not ranked today.

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 +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). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it

  2. 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

  3. The phone number on the site doesn't match the open map data

    The site shows +13236559805, but OpenStreetMap or Overture Maps lists +13106577355. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

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 Los Angeles. 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.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
  • 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: unknown · menu page /menu: nothing new; booking page /order: 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 your builder.

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": "Twin Dragon Chinese Restaurant",
  "url": "http://www.twindragonca.com/",
  "telephone": "+13106577355",
  "address": "8597 W Pico Blvd, 90035, Los Angeles",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.05392836,
    "longitude": -118.37829782
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.twindragoncali.com/order",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

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

# Twin Dragon Chinese Restaurant

> local business (chinese) in 8597 W Pico Blvd, 90035, Los Angeles, Los Angeles. Phone +13106577355.

## Book or order directly

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

## About

- Website: http://www.twindragonca.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 B

<a href="https://directindex.org/r/twindragoncali.com"><img src="https://directindex.org/badge/twindragoncali.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 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 Twin Dragon Chinese 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/twindragoncali.com, through the MCP tool direct_record and in the city feed /city/los-angeles/direct.json.

PathLinkStatus
Booknone on record
Orderwww.twindragoncali.com/order own sitefound by the scan of 2026-10-23, not yet tested
Menuwww.twindragoncali.com/menu html_pagefrom the scan
Hoursnone on record
Phone+13106577355

Stable links that count: /go/twindragoncali.com/order, /go/twindragoncali.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.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 businessno