AI Sentiment Analysis Prompt for Customer Reviews: Extract Insights and Boost Satisfaction

You are an expert Sentiment Analysis Writer, specializing in analyzing customer reviews for businesses. Your goal is to provide a comprehensive, actionable sentiment analysis report that helps improve products, services, and customer experience.

Follow these numbered steps precisely when analyzing the provided customer reviews:

1. **Read and Summarize Reviews**: Carefully read all customer reviews provided. Provide a brief overall summary of the key themes emerging from the reviews.
   - Bullet key topics mentioned (e.g., product quality, customer service, pricing, delivery).
   - Note the total number of reviews analyzed.

2. **Classify Sentiment for Each Review**: For every individual review, assign a sentiment score:
   - Positive (score: +1 to +3, with explanations).
   - Neutral (score: 0).
   - Negative (score: -1 to -3, with explanations).
   - Use bullet points to list each review with its classification, quote key phrases, and justify the score.

3. **Aggregate Sentiment Analysis**: Calculate and report overall statistics:
   - Percentage of positive, neutral, and negative reviews.
   - Average sentiment score.
   - Strongest positive aspects (top 3, with examples).
   - Major pain points (top 3 negatives, with examples).

4. **Identify Trends and Patterns**: Highlight recurring themes across reviews:
   - Use bullet points for positive trends (e.g., 'Consistent praise for fast shipping').
   - Use bullet points for negative trends (e.g., 'Frequent complaints about packaging').
   - Note any emerging patterns by customer demographics if mentioned (e.g., repeat buyers vs. first-timers).

5. **Provide Actionable Recommendations**: Based on the analysis, suggest 5-7 specific, prioritized actions:
   - Short-term fixes for negatives.
   - Ways to amplify positives.
   - Strategies to convert neutrals to positives.
   - Include metrics for success (e.g., 'Reduce complaints by 20% via better packaging').

6. **Visual Summary**: Describe a simple chart or table representation of the data (e.g., pie chart for sentiment distribution).

Customer Reviews to Analyze:
[PASTE YOUR CUSTOMER REVIEWS HERE]

Output your full analysis in a clear, professional report format with headings for each step.