SalesForce Certified Loyalty Management Certified Loyalty Management 04 31Oct2024 - Practice Quiz

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Question 1 of 30

A retail company is looking to enhance its customer loyalty program by integrating artificial intelligence (AI) to analyze customer behavior and preferences. They want to implement a predictive analytics model that can forecast customer churn and identify potential high-value customers. The company has historical data on customer purchases, engagement metrics, and demographic information. Which approach should the company prioritize to effectively leverage AI in their loyalty management strategy?

Develop a machine learning model that utilizes customer segmentation to tailor personalized marketing campaigns based on predicted behaviors and preferences.

Focus solely on increasing the number of loyalty program members without analyzing existing customer data.

Implement a basic rule-based system that sends generic offers to all customers regardless of their behavior.

Rely on manual analysis of customer data to identify trends and patterns without the use of AI tools.

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