What our analytics shows you
Sentiment, top topics, keywords, spam detection, and AI summaries.
Sentiment breakdown
Each comment is automatically classified as positive, neutral, or negative. The dashboard shows a percentage breakdown plus per-comment sentiment in the table.
Top topics & keywords
We extract the most-mentioned topics and keywords across all comments — useful to spot common feedback themes instantly.
Spam detection
We flag comments that look like spam (repeated links, generic engagement bait, scams). Filter them in or out as needed.
AI summary
Pro and above get an AI-generated summary of the entire comment thread — sentiment, key complaints, top requests, and standout comments.
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