Post by Vispera

We’re continuing our 𝗢𝘂𝘁-𝗼𝗳-𝘁𝗵𝗲-𝗕𝗼𝘅 𝗥𝗲𝘁𝗮𝗶𝗹 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀 series with another powerful way to understand in-store shelf performance: 𝗦𝗵𝗲𝗹𝗳 𝗛𝗲𝗮𝘁𝗺𝗮𝗽𝘀. Retail shelves generate constant product movement, yet most retailers lack a clear, objective view of 𝗵𝗼𝘄 𝗱𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁 𝘀𝗵𝗲𝗹𝗳 𝘇𝗼𝗻𝗲𝘀 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗽𝗲𝗿𝗳𝗼𝗿𝗺. High-value areas may be underutilized, slow-moving products can occupy prime positions, and low-activity sections often go unnoticed. Without a standardized way to compare zones, shelf layout decisions often rely on assumptions rather than real in‑store dynamics. 𝗦𝗵𝗲𝗹𝗳 𝗵𝗲𝗮𝘁𝗺𝗮𝗽𝘀 𝗱𝗲𝗹𝗶𝘃𝗲𝗿 𝗮 𝘇𝗼𝗻𝗲-𝗯𝘆-𝘇𝗼𝗻𝗲 𝘃𝗶𝘀𝘂𝗮𝗹 𝗿𝗲𝗽𝗿𝗲𝘀𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻 𝗼𝗳 𝘀𝗵𝗲𝗹𝗳 𝗽𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲. 𝗧𝗵𝗲𝘆 𝗵𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁: - High-movement shelf zones (hot areas) - Low-movement shelf zones (cold areas) - Product interaction intensity across sections - Unexpected product movement or placement deviations 𝗧𝗵𝗲 𝗿𝗲𝘀𝘂𝗹𝘁: A clear understanding of which shelf zones truly drive product movement, enabling smarter product placement, stronger planogram optimization, faster identification of underperforming shelf areas, and clear visual justification of shelf value for brands and category teams. 𝗦𝘁𝗮𝗿𝘁 𝗳𝗮𝘀𝘁 𝘄𝗶𝘁𝗵 𝗢𝘂𝘁-𝗼𝗳-𝘁𝗵𝗲-𝗕𝗼𝘅. 𝗦𝗰𝗮𝗹𝗲 𝘀𝗺𝗮𝗿𝘁 𝘄𝗵𝗲𝗻 𝘆𝗼𝘂’𝗿𝗲 𝗿𝗲𝗮𝗱𝘆. #Vispera #ImageRecognition #AIinRetail #Retail #ShelfAnalytics