CMO Advisory Service Best Practice Series: Predictive Analytics for Marketing


January 6, 2013
21 Pages - SKU: IDC4940462
License type:

This IDC study provides insight into how analytic models are being applied to marketing and sales processes to increase conversion rates, improve productivity, and provide enhanced customer experiences. Analytics is a rapidly emerging area of B2B marketing. BI and analytics have long been applied to B2C sales and marketing practices and to Web traffic and ad-related optimization. However, high-tech B2B companies are just beginning to learn how to apply the power of these models as well as their inherent limitations in the broader context of B2B customer creation.

"Analytics holds the potential to create quantum leaps in marketing funnel and sales pipeline performance," according to Gerry Murray, research manager in IDC's CMO and Sales Advisory Services. "Early advantages in analytics will put a few visionary companies on a long-term performance curve that will be almost impossible for laggards to cross. It takes too long to build the data, skills, processes, and cultural orientation to support data-driven marketing and sales. Companies with leadership that lack the vision to support investment in analytics will face significant marketplace penalties."



IDC Opinion
In This Study
Methodology
Situation Overview
Predictive Analytics for Marketing
Top Applications of Data Analytics for Marketing
Building a Marketing Analytics Function
A Functional Model for Analytics Organizations
Measures of Business Analytics Competency
IDC's Key Drivers of Success
Getting Started
IDC Recommendations
Expanding on Success — Big Data at SAP
Ways That SAP Uses for Insight-Driven Marketing
IDC Recommendations
Institutionalizing Analytics — Predictive Analytics at Intuit
Key Challenges
Formalizing Analytics Culture in Marketing
Intuit Marketing Analytics Competency
Essential Guidance
IDC Recommendations
future outlook
Learn More
Related Research
Synopsis
Figure: Propensity Segmentation in Banking
Figure: 2012 High-Tech Pipeline Conversion Benchmarks
Figure: The Basic Structure of the Typical Analytics Function
Figure: The Data Services Organization at Intuit
Figure: The Data Science and Analytics Team at Intuit

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