Sorger emphasizes that models are useless without proper execution. The final sections of his text focus on building data pipelines and standardizing reporting.
Understanding a company’s sales relative to the total industry sales.
A critical tool discussed in Chapter 7 for determining how customers value different product features and price points.
Net Promoter Score (NPS), Brand Awareness, Share of Voice (SOV)
American Marketing Association (AMA) guide on market analysis Sorger emphasizes that models are useless without proper
This comprehensive guide serves as a bridge for professionals moving from traditional marketing to a data-driven approach, providing a roadmap for utilizing models and metrics to drive strategic growth. Why Focus on Strategic Models and Metrics?
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: Designed to determine the best course of action to maximize a specific objective, such as revenue or profit, within given constraints. Core Content and Chapters
Examining historical sales data over uniform intervals to detect cyclical trends and seasonal spikes. A critical tool discussed in Chapter 7 for
For a step-by-step application of these principles, check out the
Ultimately, Marketing Analytics: Strategic Models and Metrics functions as both an academic anchor and a corporate playbook. It equips readers with the tools necessary to thrive in an increasingly data-centric marketplace. Finding the Book and Digital Resources
Stephan Sorger is a renowned marketing expert with over 20 years of experience in the field. He has worked with top-tier companies such as Facebook, Google, and LinkedIn, and has taught marketing at top business schools including UC Berkeley and Stanford. Sorger is known for his practical and data-driven approach to marketing, and his book "Marketing Analytics: Strategic Models and Metrics" is a reflection of his expertise in the field.
Measuring how sensitive consumer demand is to changes in a product's price. This public link is valid for 7 days
The focus is on providing actionable insights that improve decision-making. 5. Finding the PDF and Digital Resources
The book is structured logically, walking the reader through the entire analytical process, from initial market research to advanced modeling and final data-driven presentations.
Possessing advanced models is irrelevant without a culture capable of executing their insights. Successful implementation requires a structured pipeline:
: Applying mathematical and behavioral models to identify patterns.