reddit-insights

To extract user feedback and sentiment at scale, perform semantic searches across multiple subreddits to surface pain points, automatically tagging posts with sentiment and relevance scores for structured analysis.

Yes, you can filter Reddit market research results by engagement. The analysis ranks posts using upvotes and comments to surface validated pain points and trending topics across communities.

The best way to find trending topics and pain points across subreddits is using semantic search with intent-aware matching, which analyzes post content and engagement to surface relevant patterns for product research.

Yes, semantic Reddit search provides direct URLs to the original posts. Results include structured fields like title, content, subreddit, upvotes, comments, relevance, sentiment, and the post URL for full context verification.

From a Reddit sentiment analysis scan, expect structured data results containing title, content, subreddit, upvotes, comments, relevance, sentiment, and url fields to directly integrate into your market research workflow.