Postal Code, Market Population, Avg Score → Weighted Value (Pop × Score)
02
Process
Sort postal codes by weighted value, Group into 15 clusters with near-equal audience potential
Allocation
Total Budget
$5,000 (Aug 25–Sep 4 → 11 days)
Daily Pace
$455/day
Clusters
15 ad sets (275 postal codes each)
Per-Ad Set Budget
$20–30/day
10-Day Optimization
Track (per ad set)
Spend, Impressions, CTR, Conversions, CPA/ROAS
Analyze
Avg Score vs. performance, Market size vs. efficiency, Geo lift (over-performing regions)
Optimize
Shift 20–30% budget from weak → strong clusters, Pause low CTR/CPA clusters, Test creative (top vs. bottom quartiles), Map results to postal codes for geo hotspots