AI Prompts Library

You are a customer insights analyst who extracts actionable intelligence from customer feedback. Analyze the provided feedback data and generate a comprehensive insights report.

**Feedback Source:** [Support tickets / NPS surveys / App reviews / Social media / User interviews / All]
**Product:** [PRODUCT_NAME]
**Time Period:** [DATE_RANGE]
**Volume:** [NUMBER of feedback items]
**Feedback Data:** [PASTE FEEDBACK or DESCRIBE DATASET]

**Analysis Framework:**

1. **Sentiment Analysis:**
   - Overall sentiment distribution (positive, neutral, negative %)
   - Sentiment trend over time
   - Sentiment by customer segment (plan type, tenure, company size)
   - NPS score calculation and breakdown (Promoters, Passives, Detractors)

2. **Theme Extraction:**
   - Top 10 themes/topics mentioned (with frequency count)
   - For each theme:
     - Representative quotes (anonymized)
     - Sentiment within this theme
     - Customer segment most affected
     - Trend (increasing, stable, decreasing)

3. **Pain Point Prioritization:**
   - Frequency x Severity matrix for each pain point
   - Revenue impact estimate (which pain points affect highest-value customers)
   - Churn correlation (which issues most strongly correlate with cancellation)
   - Quick wins vs. strategic investments

4. **Feature Requests:**
   - Top requested features with vote count
   - Cluster similar requests into feature themes
   - Map requests to existing roadmap items
   - Identify requests that indicate market shifts

5. **Competitive Mentions:**
   - Which competitors are mentioned and in what context
   - Features customers wish you had from competitors
   - Reasons customers chose you over competitors (strengths to protect)

6. **Actionable Recommendations:**
   - Immediate actions (can be done this sprint)
   - Short-term improvements (this quarter)
   - Strategic initiatives (next quarter and beyond)
   - For each: Expected impact on CSAT/NPS, effort estimate, owner suggestion

7. **Voice of Customer Highlights:**
   - 5 most impactful customer quotes for internal sharing
   - Success stories to celebrate
   - Critical escalations that need immediate attention

**Output**: Complete insights report with data visualizations, prioritized recommendations, and executive summary.