Liu's Cuisine
liuscuisine.com is mostly ready for agents.
Some AI assistants are turned away by the website of Liu's Cuisine. It finds no menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.
Listed by OpenStreetMap · Overture Maps.
Order directly: liuscuisine.com/online-order on the business's own site
See what an AI agent reads on this site →
46.3 of 65 points available
agent-readiness level, Basic Web Presence
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.
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.
How Liu's Cuisine compares
166 of 499 in Ottawa
Top 33% of the sites scanned in this index. Just above: The Captain's Boil B, Umbrella Bar B. Just below: The Uptown Resto Bar Indian Fusion B, Chuck's Roadhouse B.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 96% | yes |
| Publish the menu or price list as HTML | 96% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | no |
| Structured data with address, phone and hours | 37% | yes |
| Have an llms.txt | 23% | no |
The top tenth is the 52 best-scoring reachable sites of the index at the last refresh.
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Go 4 Greek greek | 5 m | F | no |
| 1000 Sushi Islands sushi | 658 m | C | no |
| Taco Boyz mexican | 673 m | C | yes |
| PiRho greek | 678 m | B | yes |
| Pho Thi Fusion japanese, thai, vietnamese | 702 m | C | no |
| PokeWorks poke | 801 m | B | no |
| Bombay Frankie's indian | 807 m | D | no |
| Five Guys burger | 834 m | B | yes |
| Asian Dragon chinese | 1.1 km | D | no |
| Ayini indian | 1.3 km | F | no |
Businesses like Liu's Cuisine in Ottawa
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Ottawa | 499 | 55% | 35% | 71.2% |
The best of the businesses of the same kind in Ottawa
Chopp Chop Thai Street Food A 100% · Fat Les's Chip Stand & Wham Burger! A 100% · Gongfu Bao A 100% · Grounded A 100% · Khao Thai A 100%
The climb
With the three fixes above (No menu or price list found; The server turns AI crawlers away at the door; Almost no text without JavaScript) the score would be about 95.4%: 10th of 499 in Ottawa, up from 166th.
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
What to fix first
- No menu or price list found +7 points
Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. How to fix it
- The server turns AI crawlers away at the door +6.7 points
Live fetches as GPTBot (http_403), ClaudeBot (http_403) 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
- Almost no text without JavaScript +2 points
Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. How to fix it
- 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
No one is listed yet to fix this in Ottawa. List your agency or yourself: free, reviewed by hand.
Already right
- robots.txt lets AI crawlers in No rule blocks the key AI user agents.
- Structured data present (Restaurant) address, phone, opening hours
- Ordering on your own site Agents can order without a marketplace in the loop.
Builder: unknown · Front: cloudflare · booking page /online-order: nothing new; Cloudflare in front; AI crawlers blocked at the edge
What to paste
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on your builder is in the guides.
Show the code to paste
llms.txt
Save as /llms.txt at the root of the site. Guide.
# Liu's Cuisine > fast food restaurant (chinese) in Strandherd Drive 3570 K2J 5L4, Ottawa. Phone +1-613-843-0212. ## Book or order directly - Order: https://liuscuisine.com/online-order (on the business's own site) ## About - Website: https://liuscuisine.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
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.
<a href="https://directindex.org/r/liuscuisine.com"><img src="https://directindex.org/badge/liuscuisine.com.svg" alt="Agent-Direct Score B" width="236" height="40"></a>
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
What agents get for Liu's Cuisine
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/liuscuisine.com, through the MCP tool direct_record and in the city feed /city/ottawa/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | liuscuisine.com/online-order own site | found by the scan of 2026-10-16, not yet tested |
| Menu | none on record | |
| Hours | none on record | |
| Phone | +1-613-843-0212 |
Stable links that count: /go/liuscuisine.com/order 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.
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 |
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 homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | no how |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | yes |