9.14 Customer Engagement
(Harmeling et al. 2016) visualize the mechanism of how customer engagement affects firm performance
(V. Kumar et al. 2010) categorize 4 components of a customer’s engagement value:
Customer lifetime value (the customer’s purchase behavior)
Customer referral value (incentivized referral of new customers)
Customer influencer value (customer’s behavior to influence other customers)
Customer knowledge value (value added to the firm by feedback from the customer)
browsing behavior modeled form clickstream data
visitors’ propensity to browse is a function of the depth of a site’s visit and the number of repeat visits.
aggregate site metrics cannot capture the individual browsing behavior.
(Reimer, Rutz, and Pauwels 2014)
Different customer segments respond differently to marketing activities (e.g., coupon promotions, TV, radio, print, Internet ads)
Different from consumer packaged goods, heavy users of digital music products are less sensitive to price and more sensitive to TV ads, while light users are price sensitive and more likely to opt out of targeted communication.