personalized marketing strategy concept. using ai for increasing customer engagement, loyalty, crm, drive sales.

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