Analyze a batch of customer feedback and extract themes, sentiment trends, and actionable insights.
Analyze the following batch of customer feedback and produce a structured synthesis report.
Product/Service: {{product}} Feedback Source: {{source}} (e.g., NPS survey, app reviews, support tickets, interviews) Time Period: {{time_period}} Number of Responses: {{response_count}}
Raw Feedback: {{feedback_text}}
Analysis Output:
Overall Sentiment Score (1–10) with one-sentence justification
Top 5 Positive Themes — what customers love, with representative quotes
Top 5 Pain Points — what customers struggle with, with representative quotes
Feature Requests — deduplicated list sorted by mention frequency
Actionable Recommendations — 3 specific, prioritized actions the team could take this quarter
Watch List — any alarming signals that need immediate attention
{{product}}stringrequiredProduct or service being evaluated{{source}}stringWhere feedback came from{{time_period}}stringTime period covered{{response_count}}numberNumber of feedback responses{{feedback_text}}long_textrequiredPaste the raw feedback here