Feedback Analyzer

Updated March 1, 2026 Paste in reviews, support tickets, survey responses, or NPS comments. It reads through everything and surfaces what actually matters: recurring themes, sentiment patterns, specific feature requests, and the pain points people mention most. Each theme is ranked by frequency and estimated impact, so you know what to prioritize.

• Extract recurring themes from unstructured feedback text
• Classify sentiment per theme and per source type
• Identify and group specific feature requests
• Surface top pain points ranked by frequency and intensity
• Separate critical complaints requiring immediate attention
• Prioritize insights by frequency and estimated user impact

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