By Julian Barton, EGM | Feedback ASAP | feedbackasap.com
Turning traffic data and customer voice into store performance improvement
Retail leaders keep telling us the same thing. We have plenty of data. We are just not sure what to do with it. In Episode 4 of our Traffic to Growth series, I sat down with David King from ShopperTrak to talk about exactly this problem, because store performance improvement rarely comes down to a lack of information. It comes down to a lack of clarity on what to do next.
The Problem: Data Without Direction for store performance improvement
David sees the same pattern across his conversations with retailers, and it is the clearest signal yet of where store performance improvement needs to start. Labour is the biggest controllable cost in the business, and every retailer wants to make every rostered hour count. What they want from their data is not another report. They want answers to three specific questions: are the right people in the right place, at the right time, doing the right things.
Most businesses can answer the first question easily. They know they need people in the store. The second question, right time, is where intuition and experience start to fall short. The third, right things, is almost always the blind spot. That gap between having data and knowing what to do with it is the real barrier to store performance improvement, not a shortage of dashboards.
The Impact: What the Blind Spot Costs
Left unaddressed, this gap shows up in the numbers every week and quietly stalls store performance improvement before it starts. ShopperTrak’s Power Hours data identifies the periods when customer traffic and buying intent are highest, and it is common for retailers to discover that the hours they assumed were productive are not the hours that actually drive revenue. One retailer found that around 3.5% of an entire week’s traffic was concentrated inside a single two hour Saturday window, and their strongest people were not rostered to be there.
The Shopper to Associate Ratio, or STAR, adds the second half of the picture: whether staffing levels actually match those peak demand periods. When a retailer discovered their team was systematically understaffed through Wednesday lunchtime, a small roster change delivered a measurable lift in weekly conversion within a fortnight. This mirrors broader industry findings. Deloitte’s 2026 research on store labour modernisation found that most retailers have improved scheduling but stop short of the real time labour insight needed to turn that scheduling into a genuine advantage.
Matching the right people to the right hour is half the equation
Knowing when to have people on the floor only solves half of any store performance improvement effort. Customers can be served by the right number of people at exactly the right time and the outcome can still fall short, because the conversation itself did not land.
When our team analysed the patterns behind underperforming Average Transaction Value, three moments came up again and again: a customer who knew what they wanted but was not given the reassurance to commit, a customer who was not shown anything they had not already found online, and a customer who was ready to buy more but was never asked the one extra question that would have closed the add on sale. That third moment is revenue that was sitting in the room and simply was not collected.
The Action: Where Traffic Intelligence Meets Customer Voice
This is where store performance improvement actually happens, at the point where ShopperTrak’s traffic intelligence and Feedback ASAP’s customer voice work as One Voice rather than two separate systems. ShopperTrak answers when and how many. Feedback ASAP answers what: what customers are experiencing right now, what is keeping advocates coming back, and what is stopping a nearly bought customer from committing.
Feedback ASAP’s Results Booster Hub processes real customer feedback arriving by video, voice and text, and goes well beyond a simple sentiment score. It identifies the specific themes driving that sentiment, so a store manager logging in does not just see a number. They see exactly what local customers are loving and exactly what is quietly costing the store money and loyalty, already analysed and already prioritised.
Clarity replaces noise when themes are already prioritised
Insight without a next step is just expensive reading, so the Hub connects each theme directly to the learning a team member needs, through their existing LMS or through microlearning content served up in the moment. The pathway is simple: the customer says something, the business listens and learns, and the accountable team member acts on it. No gap, no delay, and no report sitting in a dashboard waiting for someone to notice it. This is the same principle we unpacked in CX Measurement vs CX Growth Program: insight only creates change when it is paired with clear, accountable action.
Dwell time data from ShopperTrak’s side supports the same story from a different angle. Customers who spend more time in meaningful engagement in store consistently spend more. Put the behavioural signal from ShopperTrak alongside the customer voice from Feedback ASAP and a state, regional or store manager can drill all the way down to a specific theme, at a specific location, even to an individual team member’s pattern of behaviour, and coach it directly. This is store performance improvement built on evidence, not guesswork.
The Outcome: Clarity, Action, Growth = store performance improvement
None of this requires a lengthy rollout before value appears. Day to day, it is a matter of minutes: listen, learn, and act on customer feedback as it comes in. Weekly, it feeds team huddles so managers can reinforce what is working and recognise their champions. Quarterly, it supports a simple review built around one clear priority per team member, not ten.
This is why store performance improvement compounds so quickly once it starts: retailers typically see results in weeks rather than quarters, and that improvement builds further as more feedback flows through the system and the themes become clearer. The retailers who pull ahead are not necessarily the ones with the biggest budgets or the most locations. They are the ones who move fastest from clarity to action, and who build the habits that make that action consistent. It is a discipline we also touched on in Why CX Programs Fail: the businesses that stall are rarely short on data, they are short on a clear next step.
That is what store performance improvement really looks like in practice: traffic intelligence that tells you when and where, customer voice that tells you why and what to do, and learning that closes the loop on the floor. Clarity, action and growth, in that order.
If any of this sounds like your own retail network, Julian and David are both happy to talk through what it could look like in your stores.
Frequently Asked Questions
What is store performance improvement in retail?
Store performance improvement is the process of turning existing retail data, such as foot traffic and customer feedback, into specific, accountable actions on the floor. It is less about collecting more information and more about closing the gap between insight and behaviour change.
How does Average Transaction Value (ATV) connect to store performance improvement?
ATV is one of the clearest signals of store performance improvement in action. When staff have the reassurance, product knowledge and add-on conversations customers need, ATV rises. Feedback ASAP’s analysis consistently finds missed add-on conversations as one of the biggest recoverable ATV gaps.
What is the difference between traffic data and customer feedback data?
Traffic data, such as ShopperTrak’s Power Hours and Shopper to Associate Ratio, answers when customers are in store and whether staffing matches that demand. Customer feedback data, gathered through Feedback ASAP’s Results Booster Hub, answers what is actually happening in those moments and why. Store performance improvement depends on having both.
How long does it take to see results from a store performance improvement program?
Most retailers see measurable movement within weeks rather than quarters, because the approach is built around small, specific, accountable actions rather than a full program overhaul.
Do store managers need to be data analysts to use this approach?
No. The Results Booster Hub is designed so themes are already identified and prioritised before a manager logs in, so the job is coaching the behaviour, not interpreting a report.
Worth a conversation?
Reach out to the Feedback ASAP team. We will listen first, map the gaps, and help you design a program that reflects your culture, your priorities, and your full customer opportunity.
Most CX programs measure. We improve.
