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Shoppermotion vs manual observation studies and surveys

Observers and surveys capture rich detail on a sample of shoppers. Shoppermotion measures every tagged trip, every day, and matches it with the receipt.

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Manual studies have staff follow shoppers and draw their route, while surveys and focus groups ask customers afterwards. Both can capture things sensors miss, such as whether a shopper touched a product or put it back, or the make-up of a group. The trade-offs are cost, small samples, observer bias and timings that are hard to record precisely; surveys also rely on memory.

Shoppermotion measures passively and continuously. Tags on trolleys and baskets record every trip with timestamps, so dwell time, customer flow and conversion come from the whole population of tagged trips rather than a sample, and each trip is matched with its ticket.

When an observed study is the right tool, it does not have to be on paper. Digital Flow, also from Shoppermotion, lets coworkers draw each customer's path on a tablet, add events and demographics, and see results the moment they finish.

Side by side

Criterion	Shoppermotion	Manual studies
What is measured	Every tagged trip, continuously	A sample of shoppers during the study
Timings	Recorded automatically	Hard to record precisely
Qualitative detail	Not captured	Touches, returns, group make-up, opinions
Link to the receipt	Each trip matched with its ticket	Only if collected by hand
Bias	Passive, no observer involved	Observer choice and recall bias
Effort	Automatic after deployment	Staff hours for each study
Shoppers covered	Those using a trolley or basket	Anyone the observer follows or surveys
Typical use	Always-on insights and media measurement	One-off studies and qualitative research

Last reviewed: 2026-09. General comparison of technologies; results depend on each deployment.

Choose Shoppermotion if

You need continuous data across stores and weeks, not a snapshot.
You want precise dwell times and conversion without observer bias.
You want every path matched with its receipt for attribution and shelf conversion.

Consider the alternative if

You need qualitative detail such as touches, returns, group make-up or reasons behind a choice.
You run a one-off study in a store without infrastructure, or in areas where few shoppers use a trolley or basket. A tablet tool like Digital Flow keeps it quick.
You want to hear shoppers' opinions and motivations directly, which only surveys and interviews provide.

FAQ

Questions, answered.

Is Digital Flow the same as Shoppermotion analytics?

No. Digital Flow is a tablet tool for manual customer flow studies: coworkers draw each path and add events. Shoppermotion analytics measures tagged trolleys and baskets automatically.

What can manual studies capture that sensors cannot?

Qualitative details such as whether a shopper touched a product or put it back, group size or age, and, through surveys, opinions and reasons.

Why are manual studies hard to scale?

Each study needs staff hours to observe, and samples tend to be small and biased towards the shoppers observers choose to follow.

Other comparisons

Shoppermotion vs cameras→Cameras analyse images of people in their field of view. Shoppermotion locates tagged trolleys and baskets and matches each anonymous trip with its receipt.Shoppermotion vs people counters→People counters measure entries and exits at the door. Shoppermotion records what happens between the entrance and the till, and links it to the receipt.Shoppermotion vs Wi-Fi and Bluetooth tracking→Phone tracking locates shoppers' own devices when their Wi-Fi or Bluetooth is on. Shoppermotion locates tags on trolleys and baskets, with no personal devices involved.

See your store the way your shoppers do.

Book a meeting with our retail analysts and see real trips, real tickets and real conversion.

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