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Forrester Research, Inc. is an independent research company that provides pragmatic and forward-thinking advice to global leaders in business and technology.
Rarely do moments like this occur. Last week, while watching the evening news (yes, I still watch news), I was horrified by the continued coverage of the cruise ship disaster in Italy. But, while...
Organization: The Customer Analytics Playbook
A mature customer intelligence (CI) function needs optimized data processes, cutting-edge technologies, and the right analytics talent. Analysts add value to CI with their data-mining and...

Companies adopt advanced analytics tools and techniques to convert data into intelligence and drive key customer-facing business decisions. We see that customer intelligence (CI) professionals...
Processes: The Customer Analytics Playbook
Marketers continue to emphasize acquisition and are willing to take the risk of acquiring customers with low long-term profitability. While retention efforts typically enjoy the spotlight in an...
A Decision-Making Framework For Lifetime Value Analysis
Customer lifetime value (CLV), a forward-looking indicator of customer profitability, became common parlance as relationship marketing gained momentum. However, calculating CLV remains a significant...

Three Approaches For CI Professionals To Deliver Value
Few customer segmentation models deliver on their promise. Some drive organizational strategy and profitability, while others live as glossy reports on the CMO's shelf. Segmentation that merely...
I’m excited to announce that our new research on how firms use customer analytics was just published today. The new research reveals some interesting findings: Customer analytics serves...
Why Customer Intelligence Pros Must Collaborate With Interactive Marketers
The emergence of data management platforms (DMPs) as a technology that serves the audience segmentation and targeting needs of interactive marketers has wide implications for Customer Intelligence...
Tools And Technology: The Customer Analytics Playbook
With the increased focus on data-driven marketing, few firms have the budgets, technology capabilities, or analytical skills to advance their analytics agendas internally, and they frequently turn to...
Does your firm use customer analytics to optimize relationship marketing efforts? Does your firm use analytical techniques to understand and predict customer behavior? If so, we want to hear...
Analytics and creativity are seldom used in the same sentence. The natural instinct is to delineate the two as left-brain and right-brain pursuits. Analytics and creative teams speak different...
Benchmarks: The Customer Analytics Playbook
The customer data explosion shows no signs of abating. Companies need strong customer analytics capabilities to get a handle on customer data and make meaningful decisions based on analytical...

Forrester posits a customer intelligence (CI) quotient with three levels of maturity: functional intelligence, marketing intelligence, and strategic intelligence. At the highest maturity level, the...
How Six Vendors Stack Up In A Mature Yet Changing Market
In Forrester's 70-criteria evaluation of customer analytics vendors, we identified the six most significant software providers — Angoss Software, FICO, IBM, KXEN, Pitney Bowes, and SAS —...

How Customer Intelligence Can Unify Audience Intelligence Across Channels To Enable Advanced Advertising
Marketers constantly seek ways to design addressable marketing programs that reduce media waste and create targeting efficiencies: Direct marketers turn to marketing databases to inform audience...

Landscape: The Customer Analytics Playbook
The analytics conversation is now front and center for marketers, thanks to the real estate that big data enjoys in mainstream media. As a result of this buzz, customer analytics practitioners who...
Customer Intelligence (CI) professionals invest in data-mining, predictive analytics and modeling tools and technologies to make sense of the deluge of data. In the past, they've had to adapt...
The real-time buzzword is back. Marketers, vendors, and service providers use this term in a variety of scenarios to describe technologies, analytics, customer service, and processes. The hype around...
The deluge of customer data shows no signs of abating. The perpetually-connected customer leaves data footprints in every interaction with a brand. This presents tremendous opportunities for...
Customer segmentation has featured in the marketing tool kit for a long time as a means to understand customers and develop targeted communications. Customer Intelligence (CI) professionals use...

Analytically Driven Personalization Increases Retention And Return
Companies personalize products, offers, content, and communications for a variety of reasons — to treat customers uniquely, to make them feel special, and to encourage them to spend more. Firms...
Vision: The Customer Analytics Playbook
With the growing importance of customer intelligence (CI) in organizations, the role of analytics to extract insight and embed it back into organizational processes is at the forefront of business...

I was intrigued by the recent announcement that MasterCard and Brighter Planet were teaming up to mine carbon emission data based on corporate cardholder data. This announcement got me thinking about...