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The 7 biggest challenges associated with people counting: groups, carts, lighting, privacy and data silos. Learn how 3D and AI people counting solves each for 95-99% accuracy.

A footfall counter measures store visitors and conversion. This 2026 buyer's guide compares infrared, thermal, Wi-Fi and 3D footfall counter accuracy, cost and how to choose.

A people counting system is sensor, platform and interface. Compare counting technologies, match specification to scenario, judge the platform layer and verify accuracy at handover.

People counting software integration guide: JSON event model, MD5-signed requests, pull versus webhook push, on-device buffering limits and a first working request for developers.

Electronic shelf labels and people counting systems both serve retail automation but answer opposite questions. Current market figures, what each changes in store, and which to deploy first.