The Direct Index
Report · Hamilton · scanned 2026-11-12

Mr. Gao

gaolaozhuang.ca is mostly ready for agents.

Listed by OpenStreetMap · Overture Maps.

MenuCallWebsite

Ways to reach Mr. Gao directly, with no marketplace in between. Checked 2026-11-12. Report a mistake

Hours, from OpenStreetMap · Overture Maps: Mon–Sun 11:30–22:00

1561 Main Street West, Hamilton, ON L8S 1E6 · +1 289-309-1363

Its menu mentions: vegetarian dishes

Nearby, also direct

Places near Mr. Gao 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 Mr. Gao's website. It can read what Mr. Gao offers. It finds a way to book or order directly, through order.mrsdigi.com.

78.5%

51 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 22 everyday questions about Hamilton and named 85 places. Mr. Gao wasn't one of them. See who was named →

Where it stands

How Mr. Gao compares

Where it stands

104 of 548 in Hamilton

Top 19% of the sites scanned in this index. Just above: CheeZaatar B, Maisy’s Pearl B. Just below: Pho Nhung B, Quatrefoil Restaurant B.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain100%no
Publish the menu or price list as HTML96%yes
Let AI crawlers in (no block at the server or in robots.txt)98%yes
Structured data with address, phone and hours52%no
Have an llms.txt43%no

Compared with its peers

Average scoreA or BThis site
Sites built with Squarespace 34,188 sites61%41%78.5%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Maccheroni italian113 mDno
Tahini's middle_eastern, mediterranean159 mByes
Boardwalk Fries Burgers Shakes burger, fries549 mCyes
Joya Sushi sushi, japanese565 mByes
The Chopped Leaf salad1.2 kmBno
Chungchun Rice Dog korean1.7 kmCno
Nannaa Persian Eatery persian1.9 kmFno
Dragon Court chinese, cantonese1.9 kmFno
Domino's pizza2.1 kmDno
Annalakshmi Hamilton indian2.2 kmByes
Businesses like yours

Businesses like Mr. Gao in Hamilton

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Hamilton54856%35%78.5%
Sites built with Squarespace in Hamilton4674%67%78.5%

After the top fixes

With the two fixes above (Ordering through an unrecognised third party; Structured data is incomplete), the score would be about 95.4%. That would be 16th of 548 in Hamilton, up from 104th.

Findings

What to fix first

  1. Ordering through an unrecognised third party +9 points

    Check that the provider keeps your business as the seller of record. How to fix it

  2. Structured data is incomplete +2 points

    Missing: telephone. 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 Hamilton. 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.
  • Structured data found (LocalBusiness) address, opening hours
  • Menu or price list is an HTML page Agents can read the items and prices.

Builder: squarespace · contact page /location: nothing new; menu page /menu: 344 prices · What to paste

Owners

Own this business?

Claiming is free and takes one email to confirm. Then you can correct what assistants are told, and 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

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