QuickLizard

When a KVI Isn’t

The article argues that Key Value Items (KVIs) are not static product attributes but moment‑specific traffic drivers that shift to profit generators once the buying context changes. Traditional quarterly segmentation assigns fixed roles, causing margin leaks when a SKU’s role flips, as illustrated by Super Bowl TV sales at Costco. Quicklizard’s new article‑segmentation model scores each SKU continuously across price, search, footfall and substitution signals, reclassifying items in real time. The approach also aggregates data up the hierarchy to maintain coverage across the long‑tail catalog, preparing retailers for a future where autonomous agents, not human biases, dictate demand.