Quick Summary: By 2026, effective D2C product recommendations will rely on real-time, personalized decisioning using first-party data, AI sales agents, and clear measurement. Recommendations will influence more than product pages, shaping the entire customer journey from homepage to post-purchase. Brands need to focus on clean data, privacy, and testing to