How code failures affect shoppers' trust in retailers, where they direct blame, and whether they believe retailers make codes harder to use on purpose.
Half of shoppers report no change in brand perception after a code failure. But 25% say they trusted the retailer less — a finding that holds even when the code originated from a third-party coupon site or browser extension, not the retailer itself. Only 13% correctly redirect blame to the coupon source.
Blame is fragmented. No single party absorbs a majority. Coupon sites and extensions take the largest share (36%), consistent with heightened scrutiny of the savings-tool category. Retailers are blamed by 24%. One in five attributes failure to the system itself, and a similar share (19%) blames themselves for not reading the fine print.
The intentionality finding peaks at 57% among 35–44 year-olds and is lowest among those 65+ at 42% — though the lower rate in that cohort reflects a high share (44%) who have never thought about it rather than active disagreement.