Insights
How I think about turning marketing into customers.
Principles, frameworks and perspectives on customer acquisition, growth and the systems that connect them.
The Operating System
What makes the system work.
Signal, structure and measurement create the conditions for effective orchestration.
Principles
WHAT I BELIEVE
Start with the business.
Work backwards to the marketing.
Customer acquisition is a system.
Not a collection of channels.
The customer journey is the unit of growth.
Not the channel.
Signal before scale.
Understand what is working before putting more behind it.
Structure before scale.
Growth needs a system that can support it.
Measure outcomes, not activity.
Marketing activity only matters when it contributes to a meaningful outcome.
AI should remove friction, not replace thinking.
Technology should make good thinking more effective, not make decisions for us.
Frameworks
HOW I THINK.
Customer Acquisition System
The system that connects business objectives to customer growth.
Customer Journey
Why the journey—not the channel—is the unit of growth.
Signals Before Scale
How to identify what deserves more investment.
Structure Before Scale
The operating system required to make growth repeatable.
Measure What Matters
Connecting marketing activity to business outcomes.
Orchestration
How people, process, data, technology and channels work together.
AI Orchestration
Where AI fits into the system—and where it doesn't.
Perspectives
What I'm thinking about.
Not everything needs to become a framework.
Sometimes an observation, question or idea is simply worth exploring.
Trust as a Marketing Signal
Trust influences how people move through the customer journey—and whether they move at all.
The Channel Is Not the Strategy
Channels execute the strategy. They don't define it.
More Activity Isn't Necessarily Progress
Marketing can become very busy without becoming more effective.
Applied
Thinking is useful. Applying it is where it matters.
Applied is where I take the principles and frameworks behind customer acquisition and put them into real-world situations.
Some are familiar business problems.
Some are thought experiments.
Some are situations where everything appears to be working.
They aren't case studies. They're examples of how I think.
Working With Me
Want to see how I apply this thinking?
I work with businesses to build and optimize the systems that turn marketing into customers.