The National Retail Federation (NRF) is responding to concerns about surveillance pricing and digital shelf labels, distinguishing between hypothetical uses of technology and documented retail practices.
In an October 8 article, NRF said there is no evidence that U.S. retailers are broadly using surveillance pricing to analyze individual shoppers’ personal data and charge them different prices based on how much they are willing to pay. The organization said retail prices continue to reflect factors such as operating costs, inventory, competition, seasonality, geography, and consumer demand.
The discussion has gained attention amid public claims that retailers could use artificial intelligence, consumer data, and digital tools to determine individual shoppers’ willingness to pay. NRF argues that these scenarios should be evaluated based on evidence of actual practices rather than technological possibilities alone.
The article also addresses concerns about digital shelf labels (DSLs), which replace traditional paper price tags with electronic displays. NRF said these labels display retailers’ posted prices and do not themselves determine prices, collect customer data, track shoppers, or show different prices to individual customers.
According to NRF, retailers primarily use digital shelf labels to improve price accuracy, streamline promotional changes, reduce labor associated with replacing paper tags, and maintain consistency between shelf and checkout prices.
The organization also cited academic research examining more than 180 million transactions at a major U.S. grocery retailer. According to NRF’s summary, the study found no meaningful increase in temporary price increases following the retailer’s adoption of digital shelf labels.
NRF supports responsible pricing technology and policies that allow retailers to respond to market conditions while protecting consumers and supporting competition.
The debate over surveillance pricing raises questions about how retailers may use customer data and emerging technology in the future. NRF maintains that digital shelf labels are primarily operational tools, and that claims about their use for individualized or real-time surveillance pricing should be supported by evidence of actual conduct.
YouTube: How retailers compete to make prices more affordable video
YouTube: Digital shelf labels explainer video

