Haoyang Pang

We ask ChatGPT what your buyers ask and count who it names.

I'm Haoyang, founder of Canlah AI in Singapore. So far:

- 7.2% of the URLs it cited were in Google's top 10
- Same question twice: about ¼ of URLs repeat
- ⅓ of logged-out answers had an ad

New numbers every week.

ChatGPT's new business dashboard counts how often it mentions you.

Read it weekly, not daily.

We asked ChatGPT the same question twice, logged out. Only about ¼ of the cited URLs repeated.

And the count won't show who got named instead of you. You still have to check that.

The AI shortlist depends on how you ask.

We asked ChatGPT 3 versions of one braces question in Singapore, 8 times each, logged out.

One clinic made 23 of 24 answers.
Another: 7 of 8 for "metal braces", 1 of 8 for "Invisalign".

Track the words buyers use, not just the topic.

Ask ChatGPT the same question twice.

About a quarter of the cited URLs repeat.

So "you were mentioned 12 times this week" with no run count next to it is a coin flip with a chart.

Ask how many times they asked.

AI doesn't ignore small brands. It confuses them.

Doubao called a Beijing tutoring chain "not one brand", mixed it with same-named schools and added warnings.

Two weeks into our work, it cited the founding year, 3 campuses and class sizes.

Same question. Different answer.