Analyze TikTok Comments
Paste a TikTok video URL to get AI-powered comment analytics.
What you'll get
Here's exactly what your analytics report looks like
Comment Analytics Report
https://www.tiktok.com/@beautybrand/video/7381...
Our new skincare serum is finally here! Watch this before you buy anything else
AI Summary
Comments are overwhelmingly positive with strong purchase intent. 18% of commenters are asking about pricing or where to buy. The audience skews female (68%) and 18-24 age group. 6% of comments contain direct questions to the creator — mostly about ingredients and shipping.
Purchase Intent
18%
512 of 2,847 comments
Authenticity Score
94%
171 suspicious
Sentiment Score
72
2,050 positive / 285 negative
Creator Engagement
8.2%
234 liked, 3 pinned
Engagement Overview
24.5
Avg Likes
1.8
Avg Replies
69,752
Total Likes
12%
Reply Rate
28
Verified
142
Repeat
Discussion Topics
Key Phrases
AIThis is literally the best serum I've ever used, my skin has never been this smooth!
Top Commenters
skincare_sarah
@skincare_sarah
12
2,341 likes
maria_glow
@maria_glow
8
1,567 likes
Free vs. Pass
Everyone can use this for free. A pass lifts the limits and unlocks every tool on the site.
Free
no login
- Comment count and preview before you pay
- Unlimited counts, no login
With a Pass
from $9
- AI analysis of up to 10,000 comments per post (3-Day Pass)
- Up to 100,000 comments per post on a Pro Pass
- Unlimited posts for the length of the pass
- Full comment export as CSV, Excel or JSON
- Every other tool on the site
3-Day Pass $9 on your first purchase, $14 after. Pro passes for posts over 10,000 comments. One-time, never a subscription.
How to analyze TikTok comments with AI
- 1
Paste the TikTok video URL
Any public video works, including vt.tiktok.com short links. No TikTok login is needed.
- 2
See the comment count
The exact number of comments appears before anything else, so you know the size of the job.
- 3
Run the analysis
The comments are exported and an AI model scores sentiment, purchase intent, questions, spam and the audience profile.
- 4
Read and share the report
Charts, keyword clouds and top commenters render on a report page that stays online for 30 days.
Frequently asked questions
What does the TikTok comment analysis include? +
Sentiment split, purchase-intent signals, the questions people ask, spam and bot detection, top keywords, comment languages and the most active commenters, all from the video’s public comments.
How many comments can it analyze? +
Up to the per-post cap of your pass: 10,000 comments on the 3-Day Pass and 100,000 on a Pro Pass.
Is the analysis free? +
Counting is free. Running the analysis requires a pass. Passes are one-time payments, never a subscription.
How accurate is the sentiment? +
It is a language-model classification over each comment, tuned for short social text, emoji and slang. Treat percentages as a strong read of the room, not a survey.
Is it allowed to analyze someone else’s TikTok comments? +
Yes. The tool reads only public comments, the same ones anyone sees without logging in. It does not access private accounts, and nothing is posted, liked or followed from any account, so TikTok has nothing to notify the creator about.
Does it work on videos with comments turned off? +
No. If a video has no public comments there is nothing to analyze, and the tool tells you before you pay.
Can I export the comments too? +
Yes. The underlying comment export is available as CSV, Excel or JSON alongside the report.