The Future of Online Is Offline
What is the right answer, then? Both database and users of such databases should be "buyer-centric" or "individual-centric" at the core. In a well-designed marketing database, every variable should be a descriptor for the individual, regardless of the data sources or channels through which she happens to have navigated to end up in the database. There, what she has been buying, her typical spending level, her pricing threshold, channels that she uses to listen, channels that she employs to make purchases or to express herself, stores she visited, lapsed time since her last activities by each channel, contact/response history, her demographic profile, etc. should all be nicely lined up as "her" personal record. That is how modern marketing databases should be structured. Just putting various legacy datasets in one place isn't going to cut it, even if some individual ID is assigned to everyone in every table. Through some fancy Big Data tools, you may be able to store and retrieve records for every transaction for the past 20 years, but such records describe transactions, not people. Again, it's all about people.
Why should marketing databases be "buyer-centric"? (1) Nobody is one-dimensional, locked into one channel or division of some marketer, and (2) Individualized targeting and messaging can only be actualized through buyer-centric data platforms. Want to use advanced statistical models? You would need individualized structure because the main goal of any model for marketing is to rank "people" in terms of your target's susceptibility to certain offers or products. If an individual's information is scattered all over the database, requiring lots of joins and manipulations, then that database simply isn't model-ready.
Further, when I look into the future, I see the world where one-click checkout is the norm, even in the offline world. The technology to identify ourselves and to make payment will be smaller and more ubiquitous. Today, when we go to a drug store, we need to bring out the membership card, coupons and our credit card to finish the transaction. Why couldn't that be just one step? If I identify myself with an ID card or with some futuristic device that I would wear such as a phone, glasses or a wristwatch, shouldn't that be enough to finish the deal and let me out of the store? When that kind of future becomes a reality (in the not-too distant future), will marketers still think and behave within that channel-centric box? Will we even attempt to link what just happened at the store to other activities the person engaged in online or offline? Not if some guy is in charge of that "one" new channel, no matter how fancy that department title would be.
Stephen H. Yu is a world-class database marketer. He has a proven track record in comprehensive strategic planning and tactical execution, effectively bridging the gap between the marketing and technology world with a balanced view obtained from more than 30 years of experience in best practices of database marketing. Currently, Yu is president and chief consultant at Willow Data Strategy. Previously, he was the head of analytics and insights at eClerx, and VP, Data Strategy & Analytics at Infogroup. Prior to that, Yu was the founding CTO of I-Behavior Inc., which pioneered the use of SKU-level behavioral data. “As a long-time data player with plenty of battle experiences, I would like to share my thoughts and knowledge that I obtained from being a bridge person between the marketing world and the technology world. In the end, data and analytics are just tools for decision-makers; let’s think about what we should be (or shouldn’t be) doing with them first. And the tools must be wielded properly to meet the goals, so let me share some useful tricks in database design, data refinement process and analytics.” Reach him at firstname.lastname@example.org.