SearchDFree AI visibility report

Every post here is signed.

A byline that names nobody is a byline an engine cannot resolve and a reader cannot check. These are the people who write this blog, and each has a page of their own.

The roster

Snow Lee

Co-founder and CEO, SearchD · Runbear

4 posts

Liam Hwang

Co-founder and technical lead, SearchD · Runbear

4 posts

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Get the free report20 min with Snow Lee
What arrives
20 questions, 5 engines, who was named instead, and every source those answers cited
Who sends it
Snow Lee, by hand, from San Francisco. He also runs Runbear, an AI product 644 companies have paid for as of September 2026.
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