personalized marketing strategy concept. customer insights analysis for increasing customer loyalty.

personalized marketing loyalty customization insights customer crm retention engagement experience automation ai analytics artificial intelligence requirement proposition advertising advocate behavior brand business campaign channel communication optimization contextual creation journey data driven digital increasing lead generation machine learning management message omni personalization relationship robotic sales segmentation strategy target technology unique trust