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Using Big Data and Analytics to Guide the Customer Lifecycle

by Mark Smith | January 15, 2013 | 5 Comments

Customer Analytics Blog ImageTalk to marketers across a variety of industries and they’ll likely tell you it’s the age of the customer and big data. Organizations are clamoring to gather customer data across multiple channels, including social and mobile, generating swathes of new customer data on a daily basis.  Customer intelligence professionals are tasked with using predictive analytics on this data to gain insight into customer needs and wants in real-time.

In order to be effective in this analytic task, a recent Forrester report states customer intelligence professionals require analytics with the following capabilities:

  • Focused on business outcomes not statistical reporting
  • Supporting long-term lifecycle metrics, not immediate sales funnel goals
  • Speed and timeliness to ensure relevance at the point of interaction
  • Easy to understand for better communication to internal stakeholders

Telecommunication organizations, for instance, need to use analytics on customer data to understand future customer behavior. In other words, advanced predictive techniques combined with the existing knowledge of customers can be used to develop models that help marketers predict the likelihood that a customer will respond to an offer or message. In fact, Telenor Group, one of the world’s top 5 mobile operators, used Pitney Bowes Software customer and marketing analytics solutions to build several such models to analyze and predict customer behavior, thereby reducing overall churn by 1.8% – this equates to a 34% improvement in customer retention activity – delivering $millions in incremental lifetime customer value every month.  This Telenor example has been documented by Forrester in previous reports, as the success is based on Pitney Bowes unique Uplift approach, and is listed again as an example of real business success in this new report.

While the entire customer life cycle is long, the amount of time marketers have to interact with customers is often very short. Add social media platforms and mobile devices into the equation, and new challenges present themselves – customers are not only interacting with organizations across multiple channels, but they are often using these channels simultaneously. For example, a customer may call you for support while visiting your website. This makes it increasingly important for organizations to gather customer data in real-time in order to truly develop a complete 360° view of each customer. Only then can marketers provide a positive, personalized experience, resulting in increased customer satisfaction and value.

Read the full Forrester report entitled “How Analytics Drives Customer Life-Cycle Management” and let me know what are some of your key takeaways.

Comments (5)

  1. Christopher Pakstys |January 15, 2013 at 4:46 pm|Reply

    Mark, very impressive/insightful article.

    • Mark Smith |January 16, 2013 at 6:15 pm|Reply

      Thanks Chris – glad you liked it. There is a lot of talk about Big Data these days – it’s time to move on to act on it!

  2. Ryan Connors |January 17, 2013 at 6:49 pm|Reply

    Mark I agree with the important of using analytics to enhance the customer lifecycle. Often too many businesses will focus on analyzing portions of the marketing funnel without really making any tangible improvements to their processes. The data gathers from website traffic, social channels and customer retention should all tie together to form a picture of where the strengths and weakness are in the marketing mix, I’m working at a startup right now called Apptegic where we focus on the very front of the customer acquisition funnel through data-driven messaging on websites and in applications. People are so turned off by advertising today that we can’t afford to waste opportunities where someone is on a site but not converting. Through optimizing every step along the way businesses can plug the leaks in the funnels and growth.

    -Ryan Connors
    Marketing Manager @ Apptegic

    • Mark Smith |January 18, 2013 at 7:43 pm|Reply

      Hi Ryan

      You raise a really good point – sometimes Marketing can have a negative impact – turning customers off and making a sale less likely. Understanding the true impact of marketing, and how it can change customer behavior for the good or bad, is a deep analytic challenge. We have a solution for this called Uplift – worth checking out. Cheers, Mark.

  3. bill murphy |May 1, 2013 at 12:03 am|Reply

    Hi Mark
    I like your commentary and your Portrait suite. If my company wanted to discuss strategy with PB in this area, would you be able to email me privately and tell me the path to take? PB is very large org. and I expect some parts have no idea this area exists…b

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