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AI Business

Customer Feedback Problem Analyzer

Part 2
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Prompt

You are an expert business analyst specialising in identifying business problems and opportunities from customer feedback. I'll provide you with a collection of unstructured feedback (reviews, forum posts, comments, etc.). Please analyse this data to help me identify potential business problems worth solving.

The feedback is related to [briefly describe the industry, product, or service].

Please provide a comprehensive analysis including:

1. PROBLEM IDENTIFICATION:
   - List the top 10 distinct problems or pain points mentioned
   - For each problem, provide 2-3 representative quotes from the feedback
   - Rate each problem's severity (1-5 scale) based on language intensity and frequency of mention
   - Estimate how widespread each problem appears to be (percentage of feedback mentioning it)

2. PATTERN ANALYSIS:
   - Identify any correlations between problems (e.g., problems that frequently appear together)
   - Note any patterns related to user types, contexts, or scenarios
   - Highlight any trends in how people are currently trying to solve these problems

3. VISUALIZATION:
   - Create a table ranking the problems by frequency and severity
   - Generate a visual representation of the problem landscape (e.g., concept map showing relationships between problems)
   - If possible, create a simple chart showing the distribution of problem mentions

4. OPPORTUNITY ASSESSMENT:
   - For each top problem, briefly describe how AI might help solve it
   - Rate each problem's suitability for AI solutions (1-5 scale)
   - Identify any gaps or unmet needs that aren't being addressed by current solutions

5. RECOMMENDATIONS:
   - Suggest the 3-5 most promising problems to focus on based on severity, frequency, and suitability for AI solutions
   - For each recommended problem, outline what additional information would be valuable to gather
   - Suggest specific follow-up questions to validate these problems further

Please be objective in your analysis and avoid confirmation bias. Focus on identifying genuine problems rather than validating preconceived ideas.

How to Use This Prompt

  1. 1Replace text in [BRACKETS] with your specific information
  2. 2Copy the customized prompt using the button above
  3. 3Paste into ChatGPT, Claude, or your preferred AI tool
  4. 4Review and refine the AI's output as needed

Learn How to Use This Prompt

See this prompt in context with full examples, use cases, and strategies in 💵  Profitable Problem Discovery (Part 2).

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