Mine the comments on any YouTube video for sentiment, recurring themes, audience questions, and product mentions — all in a streaming AI report.
watch?v=, youtu.be, Shorts, embed, or the 11-character ID — public videos with comments enabled.
YouTube Comment Analyzer pulls the top comments from any public YouTube video and turns them into a structured AI report. Drop in a watch URL, Shorts link, or 11-character ID and within seconds you see sentiment, recurring themes, the questions viewers actually asked, and the products, channels, or names they kept mentioning.
It is built for the moment after publish — when scrolling 500 comments is the difference between a real audience read and a vibes-only guess. The full comment list stays available too, so you can verify a quote, sort by recency, or pull a specific reply for your reply-back. Past analyses are saved per video, ready to revisit when you write the next one.
Built for creators reading the room after publish, marketers tracking campaign response, and brands monitoring sentiment on videos they care about.
AI groups comments by theme and sentiment so you see overall mood, top praises, top complaints, and the recurring topics worth replying to.
Surfaces the questions viewers actually asked — your most reliable source of next-video ideas and FAQ content for your channel.
Pulls out specific products, creators, and references the audience kept name-dropping — useful for trend-spotting and partnership research.
Every top comment stays accessible alongside the analysis, so you can confirm a sentiment, sort by recency, or grab a quote verbatim.
Drop in a YouTube watch URL, Shorts link, youtu.be link, or the 11-character video ID.
Comments load while a streaming AI report covers sentiment, themes, and audience questions.
Copy the analysis or specific comments — answer questions, plan a follow-up, or brief the team.
Skip the scroll on your latest upload — get the audience read, top praise, and recurring complaints in seconds.
Mine the questions viewers actually asked and turn the most-liked ones into your next video.
Track how an audience or community feels about a campaign, controversy, or product launch on any public video.
Marketing teams can read every campaign video the same way — what landed, what missed, what to test next.
See which products, channels, or creators viewers mention to spot what your audience already loves.
Pull genuine viewer love-letters as a case study when pitching brands — comments beat raw counts.