Which retailer first implemented large-scale smart shelf technology that automatically detected out-of-stock items and triggered restocking notifications in 2016?

The Internet of Things (IoT) has transformed modern retail operations in ways we couldn't imagine just a decade ago. Among the most impactful innovations are smart shelf technologies that monitor inventory, analyze shopper behavior, and deliver real-time data to retailers. This poll tests your knowledge about a pivotal moment in retail IoT implementation that changed how major retailers approach inventory management and customer experience.

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Kroger
Walmart
Target
Whole Foods