Jason believes email marketers can implement personalization in the earliest stages of the customer journey, something top performers in our annual Retail Personalization Index already do. Of the 250 retailers we evaluated, 47% use sign-up data to personalize their welcome emails; among the highest-ranking 25 brands, that number is 96%.