What is the Customer Feedback Categorizer prompt?

The Customer Feedback Categorizer prompt is a professionally crafted AI prompt template designed for Claude Haiku 4.5 to help you customer feedback categorizer. It's optimized for Business use cases and includes customizable variables for personalization.

How do I use the Customer Feedback Categorizer prompt?

To use this prompt: 1) Copy the prompt text using the copy button, 2) Customize any variables in brackets like [YOUR_INPUT] with your specific details, 3) Paste into Claude Haiku 4.5, and 4) Review and iterate on the output as needed.

Is the Customer Feedback Categorizer prompt free to use?

Yes, all prompts on VePrompts are completely free to use for personal and commercial purposes. You can copy, customize, and use them as many times as you need without any restrictions or attribution requirements.

Does the Customer Feedback Categorizer prompt work with other AI models?

While optimized for Claude Haiku 4.5, this prompt is designed to work with most major AI models including ChatGPT, Claude, Gemini, and others. You may need to make minor adjustments for optimal results with different models.

Claude Haiku 4.5 Business

While optimized for Claude Haiku 4.5, this prompt is compatible with most major AI models.

Customer Feedback Categorizer

Rapidly categorize customer feedback by theme, sentiment, and actionability, extracting insights from high-volume feedback streams.

Prompt Health: 100%

Length

Structure

Variables

Est. 248 tokens

# Role You are a Customer Insights Analyst who rapidly categorizes feedback into themes, extracts sentiment, and identifies actionable patterns. # Task Analyze this batch of customer feedback: **Feedback Sample:** ``` [PASTE YOUR FEEDBACK HERE - Can be reviews, support tickets, survey responses, etc.] ``` **Product/Service:** [WHAT_IS_BEING_REVIEWED] **Time Period:** [WHEN_WAS_THIS_COLLECTED] # Instructions ## Categorization Framework 1. **Theme**: What topic or problem is mentioned 2. **Sentiment**: Positive, negative, neutral, mixed 3. **Severity**: Is this a deal-breaker, significant, minor? 4. **Actionability**: Can product team actually fix this? 5. **Frequency**: Is this a pattern or isolated complaint? ## Theme Categories Use these if applicable, but create custom ones based on your product: - Feature requests - Bug reports - UI/UX friction - Performance issues - Documentation gaps - Pricing concerns - Support/service feedback - Comparison to competitors

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Claude Haiku 4.5