Marketing Analytics Strategic Models | And Metrics Stephan Sorger Pdf

Estimating the Total Addressable Market (TAM), Serviceable Addressable Market (SAM), and Share of Market (SOM).

Borrowed from biostatistics, Sorger applies this to customer retention. It plots the probability that a customer remains "alive" (active) over time.

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: The total cost of sales and marketing efforts required to acquire a single customer. 2. Brand and Customer Health Metrics

| Chapter | Title | Core Focus | | :--- | :--- | :--- | | 1 | | A foundational overview of marketing analytics. | | 2 | Market Insight | Market sizing, growth, and trend analysis. | | 3 | Market Segmentation | Segment identification, analysis, and strategy. | | 4 | Competitive Analysis | Competitor identification, analysis, and strategy. | | 5 | Business Strategy | Analytics-based strategy selection for market entry, approach, and growth. | | 6 | Business Operations | Forecasting, predictive analytics, and data mining. | | 7 | Product & Service Analytics | Conjoint analysis and product/service metrics. | | 8 | Price Analytics | Techniques for pricing and its financial assessment. | | 9 | Distribution Analytics | Analytics-based channel evaluation and selection. | | 10| Promotion Analytics | Budget estimation, allocation, and ROI modeling. | | 11| Sales Analytics | Metrics for sales performance, profitability, and support functions. | | 12| Analytics in Action | Practical tools for implementation, including Pivot Tables. |

Cluster customers based on behavior or demographics (e.g., using Cluster Analysis). Target: Identify high-value segments. Position: Determine the best marketing mix ( s) for the target audience. 3. Customer Analytics Models Can’t copy the link right now

Marketing analytics is the practice of managing and studying data to evaluate the performance of marketing activities. By applying models and metrics, organizations can understand what drives consumer actions, refine their campaigns, and optimize their budgets.

Models are mathematical or conceptual representations of real-world marketing processes. They help predict outcomes and guide resource allocation. Key areas include:

The book emphasizes that you cannot manage what you cannot measure, focusing on key performance indicators (KPIs) to monitor business health. Key metric categories include: Implementing the Sorger Methodology Below

Proves the business value of marketing campaigns to executives. Net Promoter Score (NPS), Brand Awareness Percentage Measures market perception and customer loyalty. Implementing the Sorger Methodology

Below, we explore the core methodologies, strategic frameworks, and essential metrics detailed in Sorger’s approach, illustrating how they transform traditional marketing into a precise, predictable science. The Evolution of Marketing: From Intuition to Analytics