Sensors designed to improve conversion rates by delivering accurate, actionable customer behavior data for physical locations and interactive displays Key benefits Turn visitor activity into clear actions: capture people counts, dwell time, and movement patterns to identify which displays and zones drive purchases. Reduce missed opportunities: detect queues and bottlenecks so staffing and signage can be adjusted in real time. Integrate data into existing workflows: open data outputs feed analytics, reporting, and point of systems for unified decision making. Maintain customer privacy: sensors focus on anonymous occupancy and motion measurements rather than identifiers. How the product solves common problems Low visibility into instore performance: continuous monitoring reveals which areas attract attention and which do not, making layout and merchandising changes evidence based. Inefficient staffing and long queues: realtime occupancy and queue alerts enable timely staff redeployment to convert more visits into sales. Fragmented analytics: standard network and API support allows sensor data to be combined with sales and promotion records so conversion rate impact can be measured reliably. Core functions and standout features People counting and occupancy monitoring to measure footfall and conversion ratios. Dwell time and heat mapping to identify interest displays and optimize product placement. Queue detection and zone analytics to reduce wait times and improve customer experience. Open APIs and common protocols for integration with analytics platforms and POS systems. Compact, mountable form factor for ceiling or wall installation that fits retail and publicspace environments. Durable housing and optical or radar sensing components suited for longterm deployment in indoor settings. Lowlatency data delivery for near realtime alerts and dashboards. Compatibility and integration Network connectivity options for straightforward integration into wired or wireless infrastructures. API and data export formats designed to work with analytics tools, business intelligence systems, and point of platforms. Flexible deployment in both standalone mode and as part of multisensor networks for larger venues. Size, materials, and installation Compact design that mounts to ceilings or walls to minimize visual impact. Robust enclosure materials and lenses designed for indoor commercial environments. Simple mounting and cabling, with options for discreet placement near displays, entrances, or checkout areas. Performance characteristics Reliable operation under typical indoor lighting conditions with stable detection in crowded environments. Continuous data capture with configurable reporting intervals to balance granularity and bandwidth. Designed for consistent, repeatable measurements that support trend analysis and A B testing of store changes. Use scenarios 1) Retail store layout optimization Install sensors above aisles and near promotional displays to measure footfall and dwell time. Use the data to compare conversion rates before and after display changes and to prioritize performing products and locations. 2) Queue management in quick service restaurants and banks Deploy sensors at service counters and waiting areas to detect queue length and wait time. Trigger staff notifications or open additional counters during peak periods to reduce abandonment and increase completed transactions. 3) Popup shops and event kiosks Use compact, easytoinstall sensors for shortterm locations to collect visitor counts and dwell metrics. Combine sensor data with sales records to evaluate the on merchandising and staffing decisions. Why choose these sensors Provide the behavioral insights needed to move from intuition to datadriven decisions. Designed for straightforward integration into existing analytics and retail systems. Practical form factor and measurement focus make them suitable for retailers, hospitality, and other publicfacing operations seeking measurable improvements in conversion rates.