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Comments analysis
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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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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? -
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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OpenNote from the Founder: Try the web app before you try its chrome extension. It's very powerful - I use it for my own linkedin posts, comments - SpotlightSureThing.io - "OpenClaw" for BeginnersTask automation
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Definitely worth trying. Using for weeks now.
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Turn app reviews into actionable insights—quickly and efficientlyOpen -
Love it. I can't live without this tool anymore.
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Super helpful tool! Saved me hours reading comments and gave great insights. Highly recommend for YouTubers!
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very good especially in text to images and text to video
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Open - Didn't find the AI you were looking for?
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really like this idea, since 90% of the time I put 'reddit' in my google searches, BUT this had 0 results for simple terms I tried to search
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AI-powered Instagram Comments Generator creates authentic, engaging responses.Open -
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