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Question 1: What type of behavioral analysis is most effective for detecting early signs of customer dissatisfaction?

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Question 2: Which metric is the best indicator of a successful loyalty program?

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Question 3: How do you determine the impact of customer satisfaction on long-term retention?

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Question 4: What is the best way to measure the impact of a personalized email campaign on customer retention?

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Question 5: How do you use churn rate data to adjust customer retention strategies?

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Question 6: How would you calculate churn rate for a subscription-based service?

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