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.
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.
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.
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.