How to Manage Customer Touchpoints

Standard data mining can go only so far, because it focuses on data already on file. Often, key data points are missing. Typical circulation models tell you what customer behaviors have occurred and, based on history, what’s likely to happen in the future. But they don’t address why those behaviors occurred, or what is influencing customers’ decisions.