Audience Measurement Engine

The Audience Measurement Engine provides comprehensive insights into viewer engagement with displays and products. Key capabilities include: • Count viewers for shop windows and in-store displays • Measure attention span and dwell time • Analyze emotional reactions across six categories • Utilize C++ / WebAssembly for efficient processing This robust computer vision solution empowers businesses to understand real-world interaction data. It captures how many individuals are drawn to a specific product or advertisement, quantifying initial interest and sustained engagement. By tracking attention duration, it helps assess the effectiveness of display placements and visual merchandising strategies. Beyond simple counts, the engine delves into qualitative feedback by interpreting emotional responses. This provides a nuanced understanding of how products resonate with potential customers, allowing for data-driven adjustments to improve appeal. The aggregated emotion categories offer actionable insights without collecting personal identifiers. Ideal for retail marketing teams, product display designers, and advertising agencies looking to optimize physical store experiences, window displays, and point-of-sale materials. Gain powerful, privacy-first data to enhance product visibility and customer connection.