EBOOK
One-to-One Personalization in the Age of Machine Learning
Harnessing Data to Power Great Customer Experiences
Karl Wirth(0)
About
In today's world of information overload, marketers have a tremendous challenge cutting through the noise and connecting with their audience members. They must be able to surface individually relevant information if they want to capture the attention of their consumer and business buyers. And as people continue to receive personalized experiences from companies like Amazon, Netflix and Spotify, they have come to expect it from all the other companies they interact with, regardless of industry.
One-to-one personalization is about tailoring an experience to a prospect or customer at the individual level. The experience could be on a website, mobile app, email, in person, or any other channel where someone interacts with your brand or company. In contrast to a one-to-all experience (one that is the same for everyone) or a one-to-many experience (one that is targeted to a segment or group of people), a one-to-one experience is truly unique for each person.
While marketers have dreamed of delivering one-to-one experiences for over 25 years, it has not been possible without certain enabling technologies, particularly machine learning. Machine learning can comb through massive amounts of data, draw insights about what that data says about an individual, and determine the most relevant experience to deliver-in a far more scalable way than has ever been possible in the past.
In this book, One-to-One Personalization in the Age of Machine Learning, now in its second edition, discover what one-to-one personalization is all about, how it has evolved and what the future entails. Learn how it's driven by machine learning, delivered across channels and powered by in-depth customer data brought together in a customer data platform (CDP). Get inspired by the potential for your business and gain insights on how to develop your own personalization strategy and program. Discover how to turn the one-to-one dream into a reality.
One-to-one personalization is about tailoring an experience to a prospect or customer at the individual level. The experience could be on a website, mobile app, email, in person, or any other channel where someone interacts with your brand or company. In contrast to a one-to-all experience (one that is the same for everyone) or a one-to-many experience (one that is targeted to a segment or group of people), a one-to-one experience is truly unique for each person.
While marketers have dreamed of delivering one-to-one experiences for over 25 years, it has not been possible without certain enabling technologies, particularly machine learning. Machine learning can comb through massive amounts of data, draw insights about what that data says about an individual, and determine the most relevant experience to deliver-in a far more scalable way than has ever been possible in the past.
In this book, One-to-One Personalization in the Age of Machine Learning, now in its second edition, discover what one-to-one personalization is all about, how it has evolved and what the future entails. Learn how it's driven by machine learning, delivered across channels and powered by in-depth customer data brought together in a customer data platform (CDP). Get inspired by the potential for your business and gain insights on how to develop your own personalization strategy and program. Discover how to turn the one-to-one dream into a reality.