For consumers under 35, cart abandonment is no longer just a sign of friction—it's a deliberate strategy to solicit a discount. Brands relying on standard ESPs miss most of these high-intent moments, while identity resolution can increase identification of these opportunities by up to 10x.
Instead of batching users into lists for A/B tests, AI can analyze each individual's complete behavioral history in real-time. It then deploys a uniquely bespoke message at the optimal moment for that single user, a level of personalization that makes static segmentation primitive by comparison.
As AI takes over campaign execution, the marketer's job shifts from micro-management to macro-strategy. They define the business rules—such as discount ranges, offer types, and creative assets—and the AI then makes millions of optimized micro-decisions for individual customers within those human-set boundaries.
Brands fail to identify most site visitors, including returning customers who've cleared cookies or use new devices. Identity resolution technology re-identifies these users the moment they land on your site, unlocking their full history for immediate personalization without requiring a login.
With 58% of consumers worried about finances, over 40% are constantly hunting for deals on websites they've never visited before. This sustained deal-seeking behavior creates a massive, ongoing opportunity for challenger brands to capture market share from established incumbents whose customers are now actively shopping around.
The CMO trend of consolidating to a single all-in-one platform often sacrifices best-in-class capabilities, especially in AI. A more agile strategy is to keep your preferred ESP and SMS tools and layer a dedicated AI decisioning engine on top, using APIs to orchestrate campaigns without a costly rip-and-replace.
While any brand can buy third-party data or track behavior, only you can ask your customers directly what they value (e.g., "camera quality vs. battery life"). This self-reported, zero-party data is "rocket fuel" for personalization, creating a psychographic advantage that competitors cannot replicate.