AisleAudit

AisleAudit is a web + mobile app that helps small and mid-sized brands and retailers measure the real causal impact of price changes and promotions using messy, real-world data. Users import POS data (or connect Shopify/Square), promo calendars, and store lists. The app automatically builds simple quasi-experiments (difference-in-differences, matched control stores, pre/post with seasonality controls) and outputs plain-English results: incremental units, cannibalization, halo effects, and profit impact. It also flags when the data is too thin to trust and suggests minimum sample sizes before running a promo. This is not a “magic AI pricing” tool; it’s a decision-support product that turns microeconomics concepts (demand response, substitution, consumer surplus proxies) into operational answers. Reports are exportable for buyers, finance, and retail partners.