ShelfSense

ShelfSense is a mobile + web app for snack brands to track real-world shelf presence and promo compliance without expensive field teams. Brands invite store reps, brokers, or even trusted fans to complete quick “store checks” (photos, price, facings, out-of-stocks, competitor placement). The app auto-validates submissions with AI (detects product, counts facings, reads price tags) and flags suspicious or low-quality reports. A simple dashboard shows which retailers and regions are slipping, which promos are not executed, and where out-of-stocks are recurring—so brands can act fast with distributors and buyers. This is not a magical “sell more” button; it’s a visibility tool that replaces guesswork with evidence. It’s designed for small-to-mid snack brands that can’t afford enterprise retail execution platforms but still need credible, store-level data.