WhisperLens
Transforming Comment Chaos into Actionable Insights
WhisperLens helps creators instantly surface the important comments buried under spam and noise on YouTube and Instagram. Instead of scrolling through thousands of low-value comments, it highlights meaningful feedback, questions, ideas, and opportunities that impact growth. No login, no setup—just paste a link and get clarity. Stop missing what your audience is really saying and turn comments into direction.
Reviews
Dead simple to use! Paste link, get results. No account needed. The categorization (questions, feedback, opportunities) makes it easy to prioritize responses.
This turns comments from overwhelming noise into actionable insights. Found three video ideas from questions my audience was asking.
Love the no-login approach! Would be useful to save past analyses to track how comment themes change over time.
Useful tool for content creators. The comment filtering actually surfaces valuable feedback instead of just the most recent or most liked.
Great concept! Would love to see TikTok support in addition to YouTube and Instagram.
Works well for most videos but had trouble processing a video with 10K+ comments. Smaller comment sections work perfectly.
10K+ comments is a lot to process. Maybe they could add pagination or sampling for very large threads.
Working on optimizing for larger comment sections! For now, analyzing the most recent 5K works best for very viral videos.
As an Instagram influencer, this solved my biggest problem - finding real engagement among the emoji spam. WhisperLens pulled out DM requests, product questions, and genuine compliments. Helped me identify which content topics my audience actually cares about based on their questions.
The emoji spam filtering is exactly what Instagram needs. So many comments are just fire emojis.
Does it work for Instagram Reels comments too?
Helpful for understanding what your audience wants. The opportunity detection found collaboration requests I would have scrolled past.
Every creator needs this! The spam filter alone is worth it - no more scrolling past 'great video' and fire emojis to find the actual feedback. The question detection helped me create a FAQ video addressing what my audience actually wanted to know.
WhisperLens is a game changer for YouTube creators! My videos get 500+ comments and I was missing important questions and feedback buried under spam and generic replies. Pasted a video link, instantly got the meaningful comments highlighted - questions about my process, content suggestions, collaboration requests. Found a brand deal inquiry I had missed. This is essential for anyone serious about community engagement.
Finding a missed brand deal inquiry is huge! How long had that comment been sitting there?
This happens more than creators realize! We've heard stories of partnership opportunities discovered weeks after they were posted.
Reviewers earn credits for providing high-quality feedback.