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Robbi White🙏 1 karmaMay 22, 2026@BeyondCommentsTried this with a couple videos and the comment insights were actually pretty useful for spotting content patterns and new ideas.
Verified tools
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Fantastic tool that i use for my market research. I usually export the marketing report directly from the tool and send it to my clients, it's the best!
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Awesome tool which helped me narrow down my targeted audience
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I am one of the earlier user. I generated tons of reports with insight for my product, and few leads and comments for engagement. In my opinion it's underpriced, but wishing all the best to the dev team.
- SponsorGitLab Transcend - Intelligent orchestration
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The tool finds very accurate AI posts and generate pretty authentic reply. And it even posts comment for you, no need to manage your own account, the only app works for me
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Turn app reviews into actionable insights—quickly and efficientlyOpen -
Looks very unseful. I'd really like to read a tailored newsfeed without overwhelming me with unnecessary news. Well done.
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Track brand mentions & find warm leads with AI-powered social listeningOpen -
OpenI like some of the ideas it showed, but i'm stuck thinking about the initial investment some of them need. Is there a way you can add that info later? -
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Instantly analyze YouTube community sentiment and generate audience insights.OpenMost YouTube analytics tools track views and retention, but sentiment analysis could reveal why audiences react the way they do. Are creators mainly using it for content strategy or for brand monitoring?
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