Small Retailer
Foundations Metrics
Door-level Measurement Basline
3D Traffic Count
True stereoscopic depth measurement using overhead 3D sensors with validated directional entry and exit events.
Outside Traffic
Pedestrian flow measurement at storefront enabling accurate, mathematically sound conversion modelling.
Visit Duration
Trajectory persistence measurement delivering full duration distribution reporting.
Group Behaviour
Spatial clustering and synchronised movement vector analysis for dynamic group classification.
Staff Exclusion
Adaptive classification models isolating shopper-only datasets for analytical accuracy.
Behavioural Intelligence
Advanced Spatial Analytics Layer
Queue Performance
Queue zone dwell analysis delivering wait time and service performance distributions.
Heatmap Movement
Spatial density matrices generated from continuous coordinate tracking.
Product Engagement
Vision-language detection of reach, pick-up, try-on and inspection behaviours.
Staff Identification
Multi-feature behavioural classification separating staff from shoppers.
Zone Pass-Through
Virtual threshold crossing validation for quantified exposure measurement.
Shopper Journey
Deterministic multi-zone tracking modelling transition probabilities and behavioural flow.