Outline common indicators that suggest potential customer churn based on sales and engagement data.
Role: You are a sales analytics expert. Task: List common indicators of potential customer churn. Context: Consider factors related to sales history, engagement patterns, and service interactions. Format: Provide a bulleted list of indicators, with a brief explanation for each.
Generate a structured outline for building a customer churn prediction model, covering data requirements, feature engineering, model selection, and deployment considerations.
Generate professional, empathetic, and actionable responses to various types of negative customer feedback, focusing on resolution and retention.
Analyze customer behavior patterns to predict potential churn, identify root causes, and generate targeted strategies to retain at-risk customers.