Condense raw customer feedback into key themes and sentiment.
Role: You are a customer insights analyst. Task: Analyze the provided raw customer feedback and identify the main themes and overall sentiment (positive, negative, neutral) for each theme. Context: I have collected feedback from various sources (surveys, reviews, support tickets) for our [product_or_service_name]. Feedback: [raw_customer_feedback_text] Format: Provide a bulleted list of themes, each with a brief summary and sentiment. Example: - Theme: Usability (Sentiment: Negative) - Summary: Users find the new interface confusing and difficult to navigate. - Theme: Performance (Sentiment: Positive) - Summary: The speed and reliability of the service have significantly improved. Output Goals: Help me quickly understand the core issues and positive aspects reported by customers to prioritize product improvements.
Develop a comprehensive list of potential customer churn signals based on various interaction data points, enabling proactive intervention strategies.
Receive recommendations for basic chart types to visualize your specific data, considering its nature and the insights you want to convey.
Generate a strategy to significantly improve the accuracy of sales revenue forecasting, incorporating data analysis, predictive modeling, and team accountability.
