Challenges

Solutions

  1. Data Assurance & KPIs
    • Switched to new-customer revenue only for all efficiency metrics (Acquisition MER).
    • Removed one-day-view attributions; standardised on 7-day click to eliminate over-crediting.
    • Built cohort-based CAC payback analysis to set a hard CAC ≤ first-order profit target.
  2. Technical Account Structure
    • Segmented cold vs existing customer campaigns; excluded returning buyers from prospecting.
    • Consolidated Google into lean brand search + non-branded Shopping with strict negatives.
    • Turned off non-incremental objectives (Traffic, View-Content); focused Meta on conversions.
  3. Creative Velocity & Diversity
    • Audited historical ads to define a “high-performer” spend threshold.
    • Ramped up systematic testing to 20+ new creatives/month—grouped by concept & angle.
    • Forecasted ad-level contribution profit to ensure each asset out-earned its production cost.