Learn the mechanism,
not the slogan.

Each article combines established marketing knowledge with a practical chain from human motive to behavior, operating metrics, and financial outcomes.

150 field notes

Brand Strategy

Share Of Search Brand Demand

A practical guide to Share Of Search Brand Demand: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Brand Strategy · Share Of Search Brand Demand · Evidence-Based MarketingRead field note →
Communication

Creative Testing System

A practical guide to Creative Testing System: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Communication · Creative Testing System · Evidence-Based MarketingRead field note →
Communication

Influencer Incrementality

A practical guide to Influencer Incrementality: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Communication · Influencer Incrementality · Evidence-Based MarketingRead field note →
Data & Business Design

Referral Program Economics

A practical guide to Referral Program Economics: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Data & Business Design · Referral Program Economics · Evidence-Based MarketingRead field note →
Behavior Design

Loyalty Program Design

A practical guide to Loyalty Program Design: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Behavior Design · Loyalty Program Design · Evidence-Based MarketingRead field note →
Data & Business Design

Churn Prevention Signals

A practical guide to Churn Prevention Signals: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Data & Business Design · Churn Prevention Signals · Evidence-Based MarketingRead field note →
Data & Business Design

Customer Health Score

A practical guide to Customer Health Score: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Data & Business Design · Customer Health Score · Evidence-Based MarketingRead field note →
Behavior Design

Subscription Pause Downgrade

A practical guide to Subscription Pause Downgrade: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Behavior Design · Subscription Pause Downgrade · Evidence-Based MarketingRead field note →
Data & Business Design

Product Led Growth Loop

A practical guide to Product Led Growth Loop: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Data & Business Design · Product Led Growth Loop · Evidence-Based MarketingRead field note →
Data & Business Design

Freemium Conversion Design

A practical guide to Freemium Conversion Design: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Data & Business Design · Freemium Conversion Design · Evidence-Based MarketingRead field note →
Communication

Community Led Growth

A practical guide to Community Led Growth: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Communication · Community Led Growth · Evidence-Based MarketingRead field note →
Data & Business Design

Account Based Marketing

A practical guide to Account Based Marketing: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Data & Business Design · Account Based Marketing · Evidence-Based MarketingRead field note →
Data & Business Design

Sales Marketing Sla

A practical guide to Sales Marketing Sla: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Data & Business Design · Sales Marketing Sla · Evidence-Based MarketingRead field note →
Data & Business Design

Channel Conflict Management

A practical guide to Channel Conflict Management: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Data & Business Design · Channel Conflict Management · Evidence-Based MarketingRead field note →
Data & Business Design

Retail Assortment Design

A practical guide to Retail Assortment Design: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Data & Business Design · Retail Assortment Design · Evidence-Based MarketingRead field note →
Data & Business Design

Trade Promotion Profit

A practical guide to Trade Promotion Profit: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Data & Business Design · Trade Promotion Profit · Evidence-Based MarketingRead field note →
Customer Insight

Geomarketing Catchment

A practical guide to Geomarketing Catchment: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Customer Insight · Geomarketing Catchment · Evidence-Based MarketingRead field note →
Data & Business Design

International Market Entry

A practical guide to International Market Entry: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Data & Business Design · International Market Entry · Evidence-Based MarketingRead field note →
Communication

Localization Standardization

A practical guide to Localization Standardization: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Communication · Localization Standardization · Evidence-Based MarketingRead field note →
Brand Strategy

Post Merger Brand Integration

A practical guide to Post Merger Brand Integration: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Brand Strategy · Post Merger Brand Integration · Evidence-Based MarketingRead field note →
Communication

Crisis Communication Trust

A practical guide to Crisis Communication Trust: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Communication · Crisis Communication Trust · Evidence-Based MarketingRead field note →
Communication

Green Claims Evidence

A practical guide to Green Claims Evidence: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Communication · Green Claims Evidence · Evidence-Based MarketingRead field note →
Behavior Design

AI Recommendation Autonomy

A practical guide to AI Recommendation Autonomy: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Behavior Design · AI Recommendation Autonomy · Evidence-Based MarketingRead field note →
Customer Insight

Complaint Insight System

A practical guide to Complaint Insight System: customer context, human motives, evidence, experiments, business economics, and the conditions that would change the conclusion.

Customer Insight · Complaint Insight System · Evidence-Based MarketingRead field note →
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