All work
E-commerce / Cozy Cup / Creative analysis & client reporting
DisciplinesCreative StrategyMedia Buying

More attention. Not a better return.

Purchase outcomes give clicks their context.

Independent project · Simulated data
PURCHASE ROAS · SIMULATED
H1
2.50
H3
1.50
Historical comparison · not a controlled test

The decision

Evaluate purchase cost and order value together before recommending creative changes.

What I built

A historical performance review, visual comparisons and prioritized client recommendations.

Selected testing ads only. Missing assets and unmatched delivery conditions prevent causal conclusions.

Explore the related Cozy Cup study
Read the full study here

For more space, use “Read full case study” above.