How to configure thresholds
The right threshold depends on the category. Volatile categories (electronics, fashion at end-of-season) tolerate wider thresholds because legitimate price moves are larger. Stable categories (homewares, office supplies) should use tighter thresholds because any double-digit drop is more likely to be noise than signal.
A reasonable starting point: 15-20% for stable categories, 25-30% for volatile ones, then tighten as you observe how often PriceGuard fires and whether each trigger was a real anomaly or a missed opportunity.
Example: A pet supplies store runs PriceGuard with a 20% threshold and "hold" mode. On a Saturday night, their largest competitor briefly listed dog food at $18 instead of $48 due to a feed error. The store's rule would have matched, costing roughly $4,000 in margin overnight before anyone noticed. PriceGuard held the price, sent an alert, and the merchant resumed normal pricing on Monday once the competitor corrected.