Digital Marketing Analytics
Module 8
Case Study: Mastercard – The Digital Evolution
Mastercard transitioned from a financial services brand to a "technology company in the payments industry" by evolving its strategy from storytelling to "story-making."
The Four-Party Payment Model
| Stakeholder | Role |
|---|---|
| Cardholder | Consumer who owns the card and initiates purchase. |
| Merchant | Business (retailer) accepting the payment. |
| Acquirer | Merchant's bank that processes payments. |
| Issuer | Customer's bank that provides the card. |
Story-making Strategy: Instead of just TV ads, Mastercard used social listening to identify customer passions and created "Priceless Surprises" (e.g., meeting a celebrity), turning customers into content creators and advocates.
Case Study: Lenovo – The Digital Charter
Lenovo used a "Digital Charter" to reorganize its online presence, using an Invest vs. Divest framework to map digital assets.
Customer Experience (CX) Hierarchy:
- Reliability: "It works" (Basics, Speed).
- Responsiveness: "It works for me" (Support, Navigation).
- Respectfulness: "It understands me" (Personalization, Privacy).
- Emotiveness: "It connects with me" (Aesthetics, Delight).
Performance Marketing Framework
Performance marketing involves paying for results (sales, leads) rather than just reach (awareness).
| Feature | Brand Marketing | Performance Marketing |
|---|---|---|
| Goal | Long-term equity/trust. | Immediate measurable action. |
| Measurement | Recall, Brand Lift. | CPA, ROI, Conversion Rate. |
| Time Horizon | Long-term. | Short-term / Real-time. |
Marketing Performance Measurement (The 5 As)
- Audience: Segmentation (Who?).
- Assets: Content and creative collateral.
- Access: Channels and platforms (Reach).
- Attribution: Assigning credit (Digital only). Differs from Media Mix Modeling (MMM) which includes offline/seasonality.
- Automation: Using MarTech for scale.
Advanced Measurement: Hidden Markov Models (HMM)
For complex attribution, HMMs treat the customer journey as a sequence of "states".
Incrementality Testing: Measures the true causal impact of an ad (Lift Analysis) - "Would they have bought anyway?"
High Value Actions (HVA - Monappa): Identifying specific behaviors (e.g., app download) that correlate with high LTV, rather than just tracking clicks.
Ultra-Quick Revision (Exam Essentials)
Key Concepts & Distinctions
| Concept A | Concept B | Key Distinction |
|---|---|---|
| Issuer | Acquirer | Issuer = Consumer's Bank; Acquirer = Merchant's Bank. |
| Storytelling | Story-making | Storytelling = Brand broadcasts; Story-making = Audience co-creates. |
| Direct Traffic | Organic Traffic | Direct = URL entry; Organic = Search engine finding. |
| Reliability | Emotiveness | Reliability = Site works (Functional); Emotiveness = Site connects (Aspirational). |
Must-Know Terms
- Performance Marketing: Advertisers pay only when a specific action occurs.
- Digital Charter: Framework to govern digital asset creation/maintenance.
- HMM: Statistical model for advanced attribution of user states.
- CRO: Systematic process of increasing the percentage of visitors who take action.