Process

The creative decides the outcome. The system makes it repeatable.

Meta handles the audience. My job is the message and how it gets tested. This is the sequence I run on every account.

01

Start with the person

Who is buying and what they already know. That decides the angle and the format.

02

Test concepts

The strategic ideas go head to head before any variations get produced.

03

Build on the winner

New hooks and executions of the promise that worked, one variable at a time.

04

Scale on evidence

Winners move into CBO and Advantage+ once the numbers hold at target CPA.

Account structure

Structure keeps the reads clean.

Enough creative volume to give the algorithm range, enough discipline to know what worked.

Volume with range

Multiple ads per ad set

ABO then CBO

ABO to find winners, CBO and Advantage+ to scale them

Clear naming

Every variable tagged, every result traceable

Evidence before scale

Enough time and conversions at target CPA before I call a winner

AI in the workflow

Useful for creative supply, not for strategy.

I use custom GPT and prompting workflows to produce compliant headlines and copy at volume. The judgment stays human: what to test, how to read it, what to do next.

Operating principles

The creative is the targeting.

Concept first, variation second.

One variable per test.

Authentic beats polished.

See it applied in the MedSpa case study →