--- Analyzing Product Data for Backfill ---
Analyzing 50 products...

--- Backfill Opportunities (Sample n=50) ---
Seasonality Potential: 25 / 50 (50.0%)
Branding Potential: 13 / 50 (26.0%)
Collections Potential: 20 / 50 (40.0%)