The Direct Index
Report · Toronto · scanned 2026-10-19

Lucky Lin's Restaurant

luckylins.ca is largely invisible to agents.

Listed by Overture Maps.

MenuCallWebsite

Ways to reach Lucky Lin's Restaurant directly, with no marketplace in between. Checked 2026-10-19. Report a mistake

5633 Finch Ave E, M1B 5K9, Toronto · +14162981388

Nearby, also direct

Places near Lucky Lin's Restaurant that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

AI assistants can't open Lucky Lin's Restaurant's website, so they go by what other sites say about it.

16.9%

11 of 65 points available

–

agent-readiness level

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 © 2024.

Visitors and assistants may read that year as the last time anyone looked after the site. In Toronto, 73% 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 22 everyday questions about Toronto and named 106 places. Lucky Lin's Restaurant wasn't one of them. See who was named →

Where it stands

How Lucky Lin's Restaurant compares

Where it stands

2,900 of 3,392 in Toronto

Top 85% of the sites scanned in this index. Just above: Momos and More F, Pop Health Bar F. Just below: Rosemary and Thyme Family Restaurant F, Seahorse F.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain99%no
Publish the menu or price list as HTML96%yes
Let AI crawlers in (no block at the server or in robots.txt)95%no
Structured data with address, phone and hours49%no
Have an llms.txt37%no

The top 10% are the 354 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with GoDaddy Website Builder 3,161 sites36%10%16.9%
Sites using DoorDash 333 sites60%34%16.9%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Island Junction Restaurant and Lounge caribbean2.0 kmBno
Mona's Roti Select caribbean2.6 kmAyes
Mona's Roti caribbean2.7 kmFno
Twilight Family Restaurant and Bar caribbean2.9 kmDno
Charley's Caribbean Cuisine caribbean3.4 kmDno
Tropical Nights Restaurant & Lounge caribbean3.4 kmDno
Island Spice Flava caribbean3.4 kmDno
The Roti Hut caribbean3.4 kmAyes
Businesses like yours

Businesses like Lucky Lin's Restaurant in Toronto

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Toronto3,39252%33%16.9%
Sites built with GoDaddy Website Builder in Toronto9736%13%16.9%
Sites using DoorDash in Toronto2162%33%16.9%
Sites built with GoDaddy Website Builder and using DoorDash in Toronto117%0%16.9%

The best of the sites using DoorDash in Toronto

Gusto 501 A 100% · Pure Spirits A 100% · Le Baratin A 92.3% · Tha Phae Tavern B 81.5% · Thai Tavern B 81.5%

After the top fixes

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; Ordering only through doordash), the score would be about 95.4%. That would be 81st of 3,392 in Toronto, up from 2900th.

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. The site turns away every visitor that isn't a browser, AI agents included +25 points

    A plain fetch was refused (TimeoutError: The operation was aborted due to timeout). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. How to fix it

  2. 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

  3. Ordering only through doordash +12 points

    Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. How to fix it About this vendor

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 Toronto. 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.
  • DoorDash works with agents through its partners DoorDash's consumer terms (13 August 2026) allow access only by means DoorDash authorizes and bar automated means without written permission; agents order only through its CLI and MCP limited betas. Terms read on 2026-10-15: https://help.doordash.com/legal/document?type=cx-terms-and-conditions&region=US&locale=en-US. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

Builder: godaddy · Front: unknown · A plain fetch got TimeoutError: The operation was aborted due to timeout; a real browser got the page, so the scan continues on the rendered page.

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 godaddy.

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": "Lucky Lin's Restaurant",
  "url": "http://luckylins.ca/",
  "telephone": "+14162981388",
  "address": "5633 Finch Ave E, M1B 5K9, Toronto",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.81366938,
    "longitude": -79.2382139
  }
}
</script>
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.

Rescan now · 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 F

<a href="https://directindex.org/r/luckylins.ca"><img src="https://directindex.org/badge/luckylins.ca.svg" alt="Agent-Direct Score F" 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 Lucky Lin's 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/luckylins.ca, through the MCP tool direct_record and in the city feed /city/toronto/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menuluckylins.ca/menu-%2F-lunch-menu html_pagefrom the scan
Hoursnone on record
Phone+14162981388

Stable links that count: /go/luckylins.ca/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
Vendor terms for agents
DoorDash, read 2026-10-15
Through partners

DoorDash's consumer terms (13 August 2026) allow access only by means DoorDash authorizes and bar automated means without written permission; agents order only through its CLI and MCP limited betas. Source. About DoorDash · all vendors.

Only a real browser got this page (a plain fetch got TimeoutError: The operation was aborted due to timeout); Readable and Actionable were measured on the rendered page.

Agent readiness

Not measured

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.

JSON-LD for the businessno