Viewer Lens
Your YouTube comments, turned into a creator brief
什麼是 Viewer Lens？
Viewer Lens drops a YouTube URL, runs AI over every comment, and hands you a calm one-page brief: mood, top themes, genuine questions, standout comments, and exactly what to make next. No more scrolling through chaos to find signal.
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