Footfall tells you how many people visited a zone. Dwell Time tells you whether they stayed. A zone with high traffic but low dwell time is attracting visitors but not holding them — a signal that layout, product placement, or relevance needs attention. For stores, malls, and airports, Dwell Time is the metric that turns visitor counts into actionable decisions about what to change and where.
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Stores
In a retail store, Dwell Time at zone level reveals what footfall alone cannot. A product section with high dwell time and low sales tells a specific story: visitors are interested but not converting, which points to a product selection, pricing, or display problem rather than a traffic problem. A section with both low dwell time and low sales is a different problem — the zone is not relevant to customers at all, which may call for a layout change or a different product category.
Combining Dwell Time with sales data at zone level is one of the most direct ways to assess visual merchandising performance. It separates zones that are working from zones that look busy but are not driving results. For multi-store retailers, comparing dwell time patterns across locations identifies which store layouts and product placements are most effective and where to focus improvement efforts.
Dwell time filtering is important for accurate analysis. Unusually long dwell times often indicate staff presence rather than customer engagement. Filtering these outliers out focuses the data on genuine customer behaviour and produces more reliable zone-level benchmarks.
Malls
In a mall, Dwell Time reveals the difference between a destination and a thoroughfare. High dwell time in aisles and common areas combined with low dwell time in individual stores suggests visitors are using the mall for walking or waiting rather than shopping — a signal that store entrances, signage, or tenant mix need attention. High dwell time in the food court with weak retail performance points to a different issue: the destination is the dining offer, not the retail offer.
For mall managers, zone-level dwell time data supports tenant conversations with evidence. A tenant with low dwell time relative to its neighbours has a measurable engagement gap — and that data creates a shared starting point for discussing what to change. For lease decisions, zones with consistently high dwell time and strong cross-visitation are demonstrably more valuable and can be benchmarked accordingly.
Tracking dwell time changes after layout adjustments, signage updates, or event activations gives mall managers a clear read on whether an intervention worked — and how quickly the effect appeared in visitor behaviour.
Airports
Duty-free shops and airport retail zones are among the highest-value commercial spaces in any terminal. Dwell Time in these zones is a direct indicator of commercial engagement — and the gap between high dwell time and low sales is one of the most actionable signals an airport commercial director can receive. It means passengers are browsing but not buying, which typically points to product mix, pricing, or display rather than traffic or visibility.
For gate lounges, food courts, and transit corridors, dwell time data supports decisions about seating capacity, F&B placement, and the sequencing of commercial zones relative to passenger flow. A lounge with low dwell time relative to its size and traffic is underperforming on passenger experience — and improving it has a direct effect on spend per passenger, which is one of the core commercial KPIs for airport retail.
Over time, dwell time trends at zone level give airport commercial teams the evidence to evaluate concession performance, justify investment in zone redesigns, and benchmark the impact of changes to the passenger environment across terminals.
Getting started
Dwell Time is available on Indivd Pro and Complete. It activates automatically for all zones once your plan includes it. Measuring dwell time for your entire location requires cameras at entrances and exits. Measuring specific zones requires cameras at the entry and exit points of each zone — Indivd can assist with planning in under an hour. To configure Dwell Time for your location, see How to configure Dwell Time. For questions, contact support@indivd.com.
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