EVALUATING AI PERSONALIZATION ENGINES: AVOIDING OVER-MESSAGING AND ENDLESS REPETITION

Summary from the TLDR Marketing newsletter

AI personalization often breaks down when systems over-optimize for engagement and flood customers with repetitive messages. The core issue is not the technology but incentive structures and algorithms that ignore intent. The most effective systems are defined by transparency and the ability to decide when not to send a message at all.