AI YouTube comment analyzer
Paste any public YouTube video link. BeyondComments summarizes the comments, shows how viewers feel, and pulls out the questions and requests worth acting on.
What you get: a report like this one
In plain terms
A YouTube comment analyzer collects the public comments on a video and uses AI to turn them into something you can read in a few minutes. BeyondComments groups comments into topics, measures sentiment, and pulls out viewer questions, video requests, useful criticism, and the moments people mention.
Instead of scrolling through hundreds of comments, you get one structured report per video. It works on videos you don't own, so you can research your own audience or a competitor's.
How it works
This walkthrough uses a real full report on a public lecture video: 290 of 390 comments analyzed.
What's in the report
Every tile below comes from one real full report. Free reports include the tiles marked Free; full reports open the rest.
Real full report"How to Find Yourself Again"290 of 390 comments analyzed · author names hidden
View original videoA plain-English summary of what the comment section is saying, written in the report language you choose.
The subjects viewers keep coming back to, and their share of the discussion.
Positive, neutral, and negative sentiment. Full reports add how strongly viewers agree with the video.
Prioritized actions drawn from what viewers actually said. Start here if you only have a few minutes.
Viewer questions worth a reply or a follow-up, including the timestamps people point to.
what does he mean by stacked representations?
A specific timestamp and concept give the creator a clear place to add an explanation.
Requests for tutorials, follow-ups, and part twos, plus pinned comment and Shorts Q&A ideas you can edit and post.
Feedback that can improve the next upload, kept apart from the praise that shows what to keep.
What is the matter with the video? Why mess the production up with this.
Thank you so much for everything you do. As a deep thinker, it helps to hear someone articulate things as well as you do.
Chat with your report to dig into any finding, then export a PDF for your team or a client.
Who it's for
Every comment section holds questions, requests, and objections. Here is how people put a report to work.
Find the repeated questions, follow-up requests, and confusing moments in your comments. Turn them into your next tutorial, part two, or Short.
Analyze any public video to see what viewers loved, what confused them, and what the creator left unanswered. That gap is a video idea.
Run a report on product reviews and launch videos. Find the buying questions, complaints, and features people wish existed.
Summarize how an audience reacted to a campaign, a sponsored video, or a competitor's launch, then export a PDF to share.
Why not just read them?
Reading comments yourself and pasting them into an AI chat both work. Here is where a dedicated comment analyzer saves time.
| Reading them yourself | A general AI chat | b BeyondComments | |
|---|---|---|---|
| Fetching the comments | Scroll and read by hand | Copy and paste them in yourself | Collected from the video link |
| How many | As many as you have time for | As many as you paste and the chat can hold | Up to 5,000 in one report |
| What you get | Your own notes | Depends on the prompt you write | The same structured report every time |
| Proof | The few comments you remember | Quotes only if you ask for them | Detailed sections show the original comments |
| Afterwards | Start over next video | Scroll back through the chat | Saved to your dashboard, with report chat and PDF export |
| Cost | Your time | Your AI subscription | 50 comments free, then from $5 once |
Pricing
No subscription. Buy a credit pack once and use it across as many reports as you like for 12 months.
Loading credit packs…
Copy the link of a public YouTube video, paste it into BeyondComments, choose a report language, and sign in with Google. BeyondComments collects the comments and uses AI to produce a report with a summary, topics, sentiment, viewer questions, and suggested next steps. Your first 50 comments are free.
Yes. BeyondComments' free report analyzes up to 50 comments per video and includes a summary, the top topics, and an audience mood overview. You can run three free reports a day after signing in. No credit card is needed.
Yes. Paste any public YouTube video URL and BeyondComments summarizes its comments into a short creator brief, followed by the topics and questions behind it. Free reports summarize up to 50 comments; full reports summarize up to 5,000.
A full report analyzes up to 5,000 comments and adds every detailed section: best next moves, video ideas, questions to answer, useful criticism, timestamps viewers mention, sponsor and buyer hints, most-liked comments, possible spam, and pinned comment and Shorts Q&A ideas. It also includes report chat and PDF export.
Yes. Any public video with accessible comments works, including competitors' videos and product reviews. You don't need to own the channel or connect a YouTube account. Private videos and videos with comments turned off can't be analyzed. Each report covers one video.
BeyondComments uses AI to classify each analyzed comment as positive, neutral, or negative, then summarizes the topics behind that reaction. Full reports also measure how much viewers agree with the video, which is different from whether they are positive about it.
It is a fast, consistent first read, not a verdict. AI can misread sarcasm, jokes, and missing context, and commenters don't represent every viewer. The detailed sections show the original comments behind each finding so you can check the reasoning before you act on it.
One credit covers one YouTube comment. The $5 USD Starter pack includes 10,000 credits, enough for two 5,000-comment reports or many smaller ones. Credits are valid for 12 months and there is no subscription. X replies use two credits each.
You can choose the report language before you run an analysis: English, Spanish, Portuguese, Hindi, Russian, Japanese, French, Arabic, and Farsi/Persian.
Yes. Reports are tied to your account and saved to your dashboard. They are not published or listed publicly.
You can, if you copy the comments yourself and write a good prompt. BeyondComments collects the comments from the video link, handles thousands of them in one pass, and returns the same structured report every time, with the original comments behind each finding, follow-up chat, and PDF export.
Yes. The TikTok comment analyzer works with public TikTok video links and gives you the same kind of report: requests ranked by how many people asked, questions, sentiment, and next moves. Free TikTok reports cover up to 50 comments, and full reports use one credit per comment.
Yes. The X reply analyzer works with public X post links and produces the same kind of report for the replies. Free X reports cover up to 50 replies; full reports use two credits per reply.
Your next video starts here
Paste a video link and get your first report free.
Try a small sample first
Summary, top themes, and sentiment.
Available for YouTube, TikTok, and X.
For occasional reports
10,000 YouTube or TikTok comments
or 5,000 X replies
Use across multiple reports or mix both.
For regular research
50,000 YouTube or TikTok comments
or 25,000 X replies
Use across multiple reports or mix both.
For frequent research
150,000 YouTube or TikTok comments
or 75,000 X replies
Use across multiple reports or mix both.
How credits are spent: 1 credit per YouTube comment · 2 credits per X reply · 1 credit per TikTok comment