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Data & Analytics

Feedback Analyzer

Analyze customer feedback to extract themes, sentiment, and actionable insights.

Workflow Structure
How this template processes data
  1. 1Input: Batch of feedback entries
  2. 2Categorize by theme
  3. 3Analyze sentiment per theme
  4. 4Generate insights summary
Prompt Examples
Copy-paste ready prompts for this workflow

analyze

Analyze this batch of customer feedback:
{{feedback_entries}}

Provide:
1. Top 5 themes with frequency
2. Sentiment breakdown per theme
3. Specific feature requests
4. Critical issues requiring attention
5. Positive highlights
LLM Recommendations
Best for Quality
Claude Sonnet 4.5
Best for Speed
GPT-4o mini
Best for Cost
DeepSeek V3
Cost Estimate
per batch
$0.02-0.10
monthly 50 batches
$1-5
Common Error Patterns
Issues to watch for and handle
  • Missing nuance
  • Theme overlap
Monitoring with Administrate
  • Track theme consistency
  • Monitor insight quality
Use Cases
  • Voice of customer
  • Product feedback
  • NPS analysis