Liam Hwang
Liam Hwang builds and maintains searchd.ai, and works on Runbear (runbear.io).
liam@runbear.io · LinkedIn · DEV · Quora
Posts
Which beauty brands are Korean?
A sourced table of twelve brands US shoppers ask about, separated into the signals that can disagree: where a company is based and who owns it. Every cell links the record supporting it, checked 16 September 2026.
7 AEO agencies for Asian consumer brands entering the US
An evidence-based comparison of seven AEO agencies for Asian consumer brands entering the United States, organized by best fit, measurement, execution and public proof.
How AEO agencies prove results, and what a monthly report has to show
The three kinds of evidence an answer engine optimization agency can offer, and how far each one can be checked before you sign. The two questions that decide whether a case study is a reference, the six sections a monthly AI visibility report needs, and SearchD's own published number.
What ChatGPT searches before it names a brand
ChatGPT does not search the sentence your buyer typed, and ChatGPT, Claude, Gemini and Perplexity do not read the same index. What that changes about which pages you write, and the order to fix a brand that sells well at home and is absent from the English answer.
Find out what AI says about your brand.
Send us your URL. We run 20 buyer questions across five engines by hand and send you the transcript back within 48 hours.