right balance? And what data sources should brands tap into for effective personalization, especially when first-party data may be

limited?

This session explores how retailers can maximize impact by aligning personalization efforts with real business outcomes, optimizing messaging across segments, and using the right data sources without falling into the trap of ‘personalization for personalization’s sake’.