The overseas store system CRM data analysis is a crucial tool for understanding customer behavior and preferences. By analyzing this data, businesses can gain valuable insights into their customers' purchasing habits, preferences, and overall satisfaction with the brand. This information can then be used to establish a loyalty model that aims to achieve customer retention and development. One of the key benefits of using CRM data analysis to establish a loyalty model is the ability to identify and target high-value customers. By analyzing customer data, businesses can identify their most loyal and profitable customers, and tailor their loyalty model to specifically target and retain these customers. This can be done through personalized offers, rewards, and incentives that are designed to keep these customers coming back for more. In addition to targeting high-value customers, CRM data analysis can also be used to identify at-risk customers who may be at risk of churning. By analyzing customer behavior and purchase history, businesses can identify patterns that may indicate a customer is becoming disengaged or dissatisfied with the brand. This information can then be used to proactively reach out to these customers and offer incentives to encourage them to stay loyal to the brand. Furthermore, CRM data analysis can also be used to identify opportunities for customer development. By analyzing customer data, businesses can identify trends and patterns that may indicate opportunities for upselling or cross-selling additional products or services to existing customers. This can help businesses to not only retain their existing customers but also to increase their overall customer lifetime value. Overall, the establishment of a loyalty model based on CRM data analysis is crucial for achieving customer retention and development. By leveraging the insights gained from CRM data analysis, businesses can identify and target high-value customers, proactively reach out to at-risk customers, and identify opportunities for customer development. This can ultimately lead to increased customer loyalty, satisfaction, and overall business success.