Selling a product or service to a customer as a result of another purchase Selling the right product to the right customer
CRM Marketing Initiatives
Cross-Selling (continued)
Selling more products to a customer increases revenue from that customer and costs less than acquiring a new one
Not every customer is a good candidate It is critical to understand the ways by which customers evaluate how and whether to respond to promotions
CRM Marketing Initiatives
Up-Selling
Motivating customers to trade up to more profitable products
Customer Retention
Analyzing customer attrition
Understanding why customers have left Understanding who How do you keep them? Churn prediction
What is CHURN?
CRM Marketing Initiatives
Behavior Prediction
Using modeling and data mining techniques, including
Propensity to buy analysis
What product is a particular customer likely to buy next What product is a customer likely to buy next Which products will be purchased with other products Determining the optimal price for a given product
Next sequential purchase
Product affinity analysis
Price elasticity modeling and dynamic pricing
CRM Marketing Initiatives
Customer Profitability and Value Modeling
Can a customer be unprofitable but still considered valuable? Customer Lifetime Value (LTV)
Potential value Competitive value (wallet share)
CRM Marketing Initiatives
Customer value measurement is dataintensive
Value modeling is only as accurate as the customer data is rich
CRM Marketing Initiatives
Channel Optimization
Means optimizing a company’s “inbound” channels with its “outbound” means of customer interaction Knowing how to choose the best approach for each
Understanding the channels through which specific customers prefer to interact with the company AND How best to communicate with your customers
CRM Marketing Initiatives
Personalization
Customizing customer communication based on knowledge preferences and behaviors at the time of interaction Online messages tailored to a particular customer or customer segment In the B2C model, personalizaiton is based on the analysis of a customer’s clickstreams
CRM Marketing Initiatives
Personalization
Clickstreams
A customers navigation path through a company’s Web site A company can see not only what a customer purchased by how the customer reached the site in the first place How he traveled through the site after he got there How much time he spend on each page Which products might have stimulated purchases of other products
CRM Marketing Initiatives
What new tactics can analyzing clickstreams trigger?
Changes to Web images Custom promotions or discounts Customized Web pages according to the visitor’s use of the site
CRM Marketing Initiatives
Event-Based Marketing
Time-sensitive marketing or sales communication reacting to a customerspecific event. Also called event-driven marketing Can apply to a segment of customers or to individual customers This is what companies adopting CRM are striving for
CRM Marketing Initiatives
Event-based marketing
Combine personalization techniques with process design to ensure that the right action targets the right customer at the right time Ideal goal is to react to customers in near real-time