Rakuten Ichiba sends mail magazines to users. Using AI based personalization, the open rate of these mails has improved drastically, 8.23% to be precise. It means that 8.23% more customers have opened the mail when a personalized mailer was sent as opposed to when a general mailer was sent. This shows the power of AI based personalization in improving customer engagement.