What are shopper insights?
Shopper insights are findings about the moment of purchase that change a decision you control. Research about shoppers that leaves your campaign exactly as it was is not an insight — it is a fact. Facts are useful; they are also cheap, and the change-a-decision part is what separates the two.
The ACCC’s 2025 supermarkets report found suppliers help fund retail media they don’t always get an itemised account of — data has stopped being the scarce thing. The ACCC’s supermarkets inquiry final report recommended that Coles and Woolworths be more transparent about how supplier funding contributions to their in-house retail media services are used. So the useful question for a brand or category team is not whether you have enough shopper data — you almost certainly do — but whether any of it has ever changed a decision. That test gets applied to outputs, not to how the data was gathered.
Isn’t better data just better insight?
This is the counter-position worth taking seriously: shopper insights are the research you buy — panel data, loyalty extracts, retail media reporting — so more sources and a sharper read should equal better insight. The flaw is that buyable data is sold to the whole category. A finding your competitor can also purchase rarely changes a decision on its own.
Shopper Intelligence benchmarks your category and brand against the rest of the store — genuinely useful, and available to anyone in the aisle. The same goes for nationally representative survey work like FSANZ’s Consumer Insights Tracker: cheap to access, which is exactly why a survey finding is a fact until it names a lever. Interpretation matters, but interpretation on shared data gets you to a shared conclusion. The scarce thing is a reading that points at something you alone can move.
Three filters for telling an insight from a fact
When an insight deck arrives before a campaign brief, three questions do most of the sorting. The first is whether the finding is about the shopper or the consumer. “Our drinkers skew younger and care about provenance” is a consumer statement — probably true, and it tells you nothing about the person in front of a four-metre bay at 5:40pm with a child in the trolley. The test is whether the sentence survives being moved into the store. If it evaporates the moment you picture someone in an aisle, it belongs to the brand team, not the shopper team.
The second is whether it describes a moment or an attitude. Attitudes are stable, general and close to impossible to act on; moments are specific, short and full of levers. This is why the 3-Second Equation is the useful lens — a usable insight tells you which of reward, belief or friction is the term that’s broken. A finding that doesn’t name one of those is a mood board.
The third is whether it points at a lever you actually hold. Plenty of interesting research points at shelf position, base price or the retailer’s own range — real, and an argument to take to the buyer, not a campaign brief. An insight you can act on points at the mechanic, the reward, the pack or the message at the fixture. When a finding fails this filter, the honest move is to say so in the room rather than designing a promotion around something you cannot influence.
What a real shopper insight changes
A good insight settles the objective first. It makes it obvious whether the campaign is here to win trial, frequency, basket, data or loyalty, which is the discipline behind choosing one lead job. Campaigns get kitchen-sinked when nobody has a strong enough read on the shopper to choose, so the objective quietly defaults to all of them — and a brief that asks for everything is the one a buyer knocks back.
You can see what a market briefed from facts rather than insight looks like. Promo Monitor currently tracks 249 live Australian promotions, 87 of them single prize draws — near-identical mechanics, several of them tennis and football experiences hung off the same calendar. That sameness is what happens when the deck is full of true, buyable facts that never named a lever, so the mechanic defaults to the one everyone else is running.
With the job fixed, the insight sets the reward type — whether the shopper arrives hopeful or careful decides whether you design a draw or a cashback. Then it gives you something to say to the category manager, who does not want your brand’s insight but a category one, in their language. That is the raw material for the S.O.S. framework, and it is the most common thing missing from a promotion that stalls at approval.
Where the good ones tend to come from
Buyable data is a floor, not an edge. The insights that change a campaign tend to come from three less glamorous places. The first is store visits done properly — not a walk-through with the client, but standing near a fixture during a trading peak and counting. The ACCC’s inquiry found convenience is a key determinant of where Australians shop even as more of them compare prices; that tension between habit and hunting is visible in a real aisle and almost invisible in a survey.
The second is the retailer’s objection: when a category manager says no, the reason is usually a shopper insight in a bad mood — free, specific, from someone who reads that aisle’s numbers every week. The third is your own last campaign, where the drop-off and the point the volume stopped are first-party behaviour nobody else holds. Reading that while the campaign is still live, rather than in the post-mortem, is where real-time promotion analytics earn their place. Just remember participation counts measure participation, not effectiveness — an entry or claim total tells you people acted, not that the mechanic worked, and comparing counts across mechanic types answers nothing.
Before the next deck goes into a brief, take each finding and ask what you would do differently if it turned out to be false. If the answer is nothing, it was never load-bearing — cut it. A shopper insight you can’t act on is a fact, and the only reliable test is whether it ever changed a decision you control.
If you’re rethinking how shopper insight feeds your promotional planning, we’d welcome that conversation.
