While it has been a successful tool for top-of-funnel demand generation, predictive marketing is becoming more widely used by B2B marketers to improve engagement at all stages of the buying cycle. Companies such as Salesforce have launched new predictive marketing capabilities within their offerings, aiming to enhance the customer experience throughout the entire customer journey by embedding predictive capabilities within the marketing cloud.
Industry experts noted that the expansion of predictive beyond lead scoring and early-stage demand generation is a growing trend.
"Leaders, especially in marketing, need to be able to extract insights and make predictions based on existing and external data," said Meagan Eisenberg, CMO of MongoDB and former VP of Customer Acquisition and Marketing at DocuSign, in Demand Gen Report's 2015 Marketing Automation Outlook Guide. "Marketers also need to create efficiencies in the follow up of leads using predictive analytics and modeling to create a better scoring methodology to focus on opportunities most likely to turn into customers."