Comment analysis
Paste a Reddit post, YouTube video or TikTok video link. See what commenters praise, what they complain about, and in what proportion.
Analyze a link
What you get
- Share of praise, complaints and neutral comments
- Top praise and complaint themes, each with a representative comment
- Based on the most-liked comments
Use cases
- Product feedback from review videos and launch threads
- Competitor reputation checks
- Creator vetting before a sponsorship
- Campaign reaction tracking
Full comment data
With an account you can also collect every comment on a post or video from the console, without code, and download it as CSV or Excel. New users get $2: $1 for verifying your email and $1 for your first data (once per person). No card required.
FAQ
Which links are supported?
Reddit posts, YouTube videos (including Shorts) and TikTok videos.
How many comments are analyzed?
The top 30 to 80 comments by likes. With a free account you can collect every comment from the console and download a spreadsheet.
How is praise or complaint decided?
An AI model reads each comment and labels it as praise, complaint or neutral, then groups the main themes.
Is it free?
Free to try: new users get $2 ($1 for verifying your email, $1 for your first data). No card required; after that you pay as you go. Each analysis is paid from your balance: one to four comment reads at $0.003 each, so about $0.003 to $0.012. The AI analysis itself is free.
Do you store the links I enter?
Results are cached for 6 hours so repeat lookups of the same link are faster. Each result has a share link that only people with the link can open; it shows nothing about your account and expires after 180 days.