YouTube Comment Finder

Search and analyze YouTube video comments with AI-powered sentiment cues

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YouTube Comment Finder is a web tool for searching and analyzing comments on any YouTube video by keyword, with sentiment cues to help sort praise from complaints quickly. It's built for audience research, social listening, and moderation, and supports exporting results for reporting. A free tier is available alongside paid plans with higher limits.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of YouTube Comment Finder - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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