The rate at which customers stop doing business with an entity. Net Promoter Score ( NPScap N cap P cap S ): A measure of customer loyalty and satisfaction. 3. Campaign/Digital Metrics
Strategic models are mathematical or logical representations of the marketplace. They help leaders understand complex dynamics and predict how changes in strategy will impact sales. Sorger categorizes these models into several essential areas: Segmentation, Targeting, and Positioning (STP) Models
One Goodreads reader praised: "The writing itself was simple and comprehensible, the author clearly laid out reasoning step by step, and addressed various marketing elements in a logical order. The author provides theoretical examples for every marketing element mentioned, no matter how insignificant, which made it easier for me to understand what he is talking about". Another review highlighted the book's practical orientation, noting that it includes "probably a hundred examples with real-world businesses, and in the text references tools, and resources that the reader can use".
and creating data-driven presentations to effectively communicate insights to stakeholders. Google Books The book is available through retailers like and can be explored further on Stephan Sorger's official website or information on where to find supplementary case study files The rate at which customers stop doing business
Competitor Profiles, Strategic Group Mapping, Defensive Actions Portfolio & Positioning Selection Analytics-Based Growth Models, Ansoff Analytics Ch 6: Business Operations Future Volume Projections Bass Diffusion Model, Time-Series, Causal Forecasting Ch 7: Product Analytics Feature Optimization Conjoint Analysis, Utility Scores, Trade-Off Testing Ch 8: Price Analytics Elasticity & Profit Maximization Break-Even, Net Present Value (NPV), IRR Models Ch 9: Distribution Analytics Logistics & Channel Efficiency Gravity Models, Channel Evaluation, Pipeline Metrics Ch 10: Promotion Analytics Allocation & Media Mix Promotion Budget Allocation Models, Click-Through-Rates Ch 11: Sales Analytics Workforce & Funnel Throughput Conversion Funnels, Sales Force Sizing, Churn Analysis Ch 12: Analytics in Action Enterprise Communication Excel Pivot Tables, Data-Driven C-Suite Presentations 3. High-Impact Strategic Models Explined The Bass Diffusion Model (Chapter 6)
By standardizing performance tracking through diagnostic and predictive metric families, executives can side-step organizational politics and run complex simulations before deploying physical capital. 2. Structural Breakdown of Sorger’s Analytics Continuum
Stephan Sorger's Marketing Analytics: Strategic Models and Metrics has rightfully earned its place as a foundational text. It moves past the hype and provides a clear, structured, and actionable framework for using data to drive strategic decisions. It masterfully connects the dots between high-level models and the specific, measurable metrics that prove value. The author provides theoretical examples for every marketing
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Metrics are the quantifiable measures used to track the success of strategic models. Sorger organizes these into clear performance categories: Metric Category Key Examples Strategic Purpose
: Dependent Variable / Performance Output (e.g., Gross Sales Volume) or retail placement
Organizations must break down data silos. Sales data, website analytics, and customer support logs need to feed into a single, unified data warehouse. Step 2: Choose the Right Analytical Tools
Marketing Analytics: Strategic Models and Metrics - Google Books
CLV models calculate the total net profit a company can expect from a single customer over the duration of their relationship. This model shifts the focus from short-term transaction tracking to long-term relationship management. 2. Essential Marketing Metrics
Marketing Mix Modeling uses multivariate regression analysis to measure the effectiveness of various marketing inputs (the 4 Ps: Product, Price, Place, and Promotion) on sales or market share. By analyzing historical data, MMM reveals the specific lift generated by television ads, digital banners, price discounts, or retail placement, enabling optimal budget allocation across channels. Critical Marketing Metrics That Matter
Strategic marketing analytics should not be treated as an annual review process. Successful enterprises use real-time dashboards to continuously monitor metrics. If a specific campaign’s ROMI drops below a designated threshold, budgets can be dynamically rerouted to higher-performing channels. Conclusion