An e-commerce brand was sending the same promotional email to their entire 200K subscriber list. Open rates had declined to 8% and unsubscribes were climbing. We built an AI-powered email marketing system that creates hyper-personalized journeys — different content, timing, and offers for each subscriber segment based on behavior, purchase history, and predicted interests.
True personalization at scale means generating unique content for dozens of segments without sacrificing brand voice. The system needed to learn which products to recommend, what tone resonates with each segment, optimal send times per individual, and how to balance promotional content with value-add content to prevent list fatigue.
We built a three-layer system: a segmentation engine that clusters subscribers by behavior patterns, a content generation engine that creates personalized email copy and product recommendations, and an optimization engine that A/B tests everything continuously. The AI generates subject lines, body copy, and product selections tailored to each segment while maintaining consistent brand voice through a fine-tuned model.
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