Comments Analytics vs Feedby: side-by-side comparison of pricing, ratings, and features on SoftwareVital (2026).
Feature lists share 0 overlapping items across the two listings.
Comments Analytics is a free tool that runs sentiment analysis and keyword extraction on social media comments to show how audiences react.
Feedby is an AI YouTube comment filter that pulls out questions, bug reports and user feedback from video comments.
| Attribute | Comments Analytics | Feedby |
|---|---|---|
| Rating | — | — |
| Reviews | — | — |
| Pricing | free | free |
| Votes | 0 | 0 |
| Category | AI Data Mining | AI Data Mining |
| Feature | Comments Analytics | Feedby |
|---|---|---|
| Comments Analytics helps understand audience with sentiment analysis | ||
| and keyword extraction | ||
| Saves time by automating comment filtering | ||
| Identifies valuable user feedback that might otherwise be missed | ||
| Easy access to user questions and bug reports | ||
| Improves understanding of user sentiment | ||
| Reliance on AI may occasionally result in misclassification of comments |