Operational Case Studies

Apparel Basics Brand

This premium apparel brand plateaued after $50k/month in spend. Every attempt to push harder resulted in CPA spikes and unstable performance.

Execution

We collapsed 15 fragmented ad sets into three broad liquidity pools and shifted creative to functional messaging that let the algorithm filter the audience.

Outcome

Acquisition costs stabilized while volume increased 2.5× — without sacrificing efficiency.

Apparel Basics Brand

This premium apparel brand plateaued after $50k/month in spend. Every attempt to push harder resulted in CPA spikes and unstable performance.

Execution

We collapsed 15 fragmented ad sets into three broad liquidity pools and shifted creative to functional messaging that let the algorithm filter the audience.

Outcome

Acquisition costs stabilized while volume increased 2.5× — without sacrificing efficiency.

Apparel Basics Brand

This premium apparel brand plateaued after $50k/month in spend. Every attempt to push harder resulted in CPA spikes and unstable performance.

Execution

We collapsed 15 fragmented ad sets into three broad liquidity pools and shifted creative to functional messaging that let the algorithm filter the audience.

Outcome

Acquisition costs stabilized while volume increased 2.5× — without sacrificing efficiency.

Apparel Basics Brand

This premium apparel brand plateaued after $50k/month in spend. Every attempt to push harder resulted in CPA spikes and unstable performance.

Execution

We collapsed 15 fragmented ad sets into three broad liquidity pools and shifted creative to functional messaging that let the algorithm filter the audience.

Outcome

Acquisition costs stabilized while volume increased 2.5× — without sacrificing efficiency.