Join Guess What Won and get weekly insights
on buyer behavior, testing, and conversion strategy.
Join and get weekly insights on buyer behavior, testing, and conversion strategy.
Most CRO advice focuses on small, isolated changes.
• Button colors
• Headlines
• Minor copy swaps
These tests can help, but they rarely change the trajectory of a business.
Macro testing focuses on the decisions that shape how buyers experience an offer.
Instead of optimizing isolated elements, it tests the structure, sequencing, and framing that determine whether someone moves forward at all.
The goal is not just lifts.
It’s learning.
Macro test results create a clearer baseline for how your buyers think and behave. Over time, those insights become standards you can reuse across offers, funnels, and messaging.
Macro testing explains why buyers hesitate.
Most CRO advice focuses on small, isolated changes.
• Button colors
• Headlines
• Minor copy swaps
These tests can help, but they rarely change the trajectory of a business.
Macro testing focuses on the decisions that shape how buyers experience an offer.
Instead of optimizing isolated elements, it tests the structure, sequencing, and framing that determine whether someone moves forward at all.
The goal is not just lifts.
It’s learning.
Macro test results create a clearer baseline for how your buyers think and behave. Over time, those insights become standards you can reuse across offers, funnels, and messaging.
Macro testing explains why buyers hesitate.
The best way to understand how I think is through my newsletter.
Each week, I break down real conversion problems and the decisions behind the tests, so you can see what actually changes behavior and what just creates noise.
Inside, you’ll see:
Buyer behavior patterns I’m noticing across offers
CRO decisions behind real tests
Why certain changes work and others don’t
How to approach optimization with clarity instead of guesswork


The best way to understand how I think is through my newsletter.
Each week, I break down real conversion problems and the decisions behind the tests, so you can see what actually changes behavior and what just creates noise.
Inside, you’ll see:
Buyer behavior patterns I’m noticing across offers
CRO decisions behind real tests
Why certain changes work and others don’t
How to approach optimization with clarity instead of guesswork


