Month 2 (February) - Month 3 (March)

How Did This Happened?
Below is the month‐by‐month breakdown of how we refined audiences, creatives, and budget to transform this store’s performance between January and September.
Lookalike Audiences: Created 1% and 2% lookalikes from past purchasers and add‐to‐cart data.
Creative Variations: Added testimonial‐style ads from satisfied clients to build trust.
Outcome:
- Cost per Purchase: $25–$28
- ROAS: 12–18 on top lookalikes
- Note: We saw a big jump in both conversion volume and profitability once lookalikes kicked in.
Scaling Promising Campaigns: Increased daily budgets on the top‐performing lookalike sets.
Placement Optimization: Focused on feeds, Reels, and Stories after discovering strong CTR in those placements.
Numbers: Cost per Purchase: $22–$25
ROAS: ~25.08 on best campaign
Observation: Even with higher spend, CPAs stayed low, indicating strong audience‐creative alignment