YouTube Comment Analyzer

A YouTube comment analyzer reads the comments on a video and groups them so you can see what viewers keep talking about without scrolling the thread.

AudienceDig does that for any public video. Paste the URL. We fetch the comments, filter out the short and spam ones, then write a digest: an overview, named clusters, real quotes, and whether the tone is with you or against you.

1. Paste a public YouTube URL. Any public video works. Nothing to connect on YouTube.

2. We fetch the comments. AudienceDig downloads the comment thread for that video.

3. Short and spam comments drop out. The digest stays on substantive feedback instead of emoji-only replies.

4. Themes land in a digest. Named clusters, quotes, an overview, and tone charts you can read in a few minutes.

A written overview. Opens with what came up most, not the raw comment dump.

Grouped by topic. Comments land in named clusters, each with a mention count and quotes from viewers.

Frequency and tone. See which topics dominate and whether the tone is positive, negative, or mixed across every cluster.

Questions, personas, and PDFs on paid plans. Pro and Business add the most liked comment, top audience questions, viewer persona profiles, and a PDF report.

Start on Free. Upgrade when you outgrow five videos a month. No credit card required to try it.

Free — $0/month. 5 digests per month, up to 150 comments per video, full topic clustering + tone charts, no PDF reports. Get started free.

Pro — $19/month. 120 digests per month, up to 4,000 comments per video, full topic clustering + tone charts, most liked comment highlight, top 5 audience questions, viewer persona profiles, overview PDF report. Start with Pro.

Business — $69/month. 500 digests per month, up to 20,000 comments per video, full topic clustering + tone charts, most liked comment highlight, top 10 audience questions, viewer persona profiles, cross-video competitor comparisons, full client report (PDF). Start with Business.

What is a YouTube comment analyzer? A YouTube comment analyzer reads the comments on a video and groups them so you can see what viewers keep talking about without scrolling the thread. AudienceDig turns that into a written digest with named themes, quotes, and tone.

How does AudienceDig analyze YouTube comments? Paste a public video URL. We fetch the comments, filter out the short and spam ones, then cluster the rest into named themes with mention counts and quotes. Frequency and tone charts show which topics dominate and whether the room is with you or against you.

Can I analyze any YouTube video? Any public video with comments enabled. Private, members-only, or comment-disabled videos will not return a digest.

Do I need a YouTube account or API key? No YouTube account or API key. Sign in to AudienceDig with Google, then paste the URL.

What does a completed digest include? Every digest includes a written overview, named theme clusters with mention counts, real quotes from commenters, and frequency and tone charts. Pro and Business plans also include the most liked comment, top audience questions, and viewer persona profiles.

Is there a free plan? Yes. The Free plan includes 5 digests per month with up to 150 comments per video, full topic clustering, and tone charts. No credit card required.

Analyze a video. Sign in with Google, then paste a public YouTube URL. You do not need a YouTube account or API key.