The Direct Index
Report · Dallas · scanned 2026-10-23

Liu's Kitchen

liuskitchentx.com is ready for agents.

Listed by Overture Maps.

OrderMenuCallWebsite

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

5330 Singleton Blvd, 75212, Dallas · +12149209888

Prices: 194 prices on the site, the middle one $8.95

Nearby, also direct

Places near Liu's Kitchen 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 Liu's Kitchen's website. It can read what Liu's Kitchen offers. It finds a way to book or order directly on the site.

98.2%

63.8 of 65 points available

1/5

agent-readiness level, Basic Web Presence

2

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.

194 prices on the landing page, the middle one $8.95.

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 Dallas and named 88 places. Liu's Kitchen wasn't one of them. See who was named →

Where it stands

How Liu's Kitchen compares

Where it stands

48 of 1,681 in Dallas

Top 3% of the sites scanned in this index. Just above: Y.O. Ranch Steakhouse A, Yummy Pizza (Food Truck) A. Just below: Skillman Wok A, Hard Rock Cafe Dallas A.

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 HTML95%yes
Let AI crawlers in (no block at the server or in robots.txt)95%no
Structured data with address, phone and hours69%yes
Have an llms.txt44%no

The top 10% are the 171 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Raul’s Restaurant mexican17 mDno
La Villita mexican1.3 kmFno
El Patron Tacos y Tortas al 100 mexican1.8 kmDno
La Parrilla Tacos & Mas taco2.0 kmByes
Tacos El Regio mexican3.2 kmFno
El Rey del Mariscos mexican, seafood3.3 kmFno
Mixing Bowl Bakery breakfast_and_brunch4.2 kmCno
Stewart's4.2 kmCyes
Rathbun's Curbside BBQ barbecue4.3 kmCyes
El Tacaso mexican4.4 kmCno
Businesses like yours

Businesses like Liu's Kitchen in Dallas

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Dallas1,68155%35%98.2%

The best of the businesses of the same kind in Dallas

AJ Greek & Gyro A 100% · Asian Street Food A 100% · Awake A 100% · Back Country BBQ A 100% · Banna Restaurant and Bar A 100%

After the top fixes

With the fix above (robots.txt blocks GPTBot), the score would be about 100%, which would be first of 1,681 in Dallas.

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. robots.txt blocks GPTBot +1.2 points

    These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. 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

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 Dallas. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
  • Structured data found (Restaurant) address, phone, opening hours
  • 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 · booking page /order: 232 menu items in JSON-LD

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

robots.txt

Add these lines to /robots.txt and delete any Disallow rule that names these crawlers. Guide.

# Let AI assistants read the site: they send people to you; a marketplace keeps them.
# Remove any Disallow lines for these names elsewhere in this file.
User-agent: GPTBot
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: Google-Extended
Allow: /

User-agent: OAI-SearchBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: Claude-User
Allow: /

User-agent: Perplexity-User
Allow: /

llms.txt

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

# Liu's Kitchen

> restaurant (chinese) in 5330 Singleton Blvd, 75212, Dallas, Dallas. Phone +12149209888.

## Book or order directly

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

## About

- Website: http://www.liuskitchentx.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 A

<a href="https://directindex.org/r/liuskitchentx.com"><img src="https://directindex.org/badge/liuskitchentx.com.svg" alt="Agent-Direct Score A" 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 Liu's 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/liuskitchentx.com, through the MCP tool direct_record and in the city feed /city/dallas/direct.json.

PathLinkStatus
Booknone on record
Orderorder.liuskitchentx.com/order own sitefound by the scan of 2026-10-23, not yet tested
Menuwww.liuskitchentx.com/#menu html_pagefrom the scan
Hoursnone on record
Phone+12149209888

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

Found one hop past the home page: booking page /order: 232 menu items in JSON-LD.

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 businessyes