A growing policy battle over the future of brick-and-mortar store shelves is dividing labor unions, lawmakers and the retail industry. As major chains aggressively expand the rollout of electronic shelf labels (ESLs) across thousands of retail locations, organized labor is pushing back. Following Walmart’s announcement that it plans to equip 2,300 of its stores with digital price tags by 2026, the United Food and Commercial Workers (UFCW) International Union has actively campaigned to restrict the technology.
The union warns that digital tags threaten traditional retail jobs by eliminating the manual hours required to update paper labels. Furthermore, labor advocates and consumer groups argue that automated shelf pricing paves the way for algorithmic “surge pricing,” allowing supermarkets to rapidly hike prices during peak shopping hours based on weather, time of day or store traffic, ultimately reducing pricing transparency for shoppers.
The Debate Reaches Capitol Hill
These concerns recently culminated on Capitol Hill, catching the attention of federal lawmakers. The U.S. Senate Committee on the Judiciary’s Subcommittee on Crime and Counterterrorism held a hearing titled “Your Data, Their Profit: The Consumer Cost of AI Surveillance Pricing.” During the hearing, skeptics warned that the marriage of artificial intelligence and dynamic digital labels could lead to personalized price gouging.
In response, the retail industry rejected these characterizations. The National Retail Federation (NRF) submitted a formal statement for the record to the subcommittee, pushing back against the narrative that retailers use consumer data and AI to charge individual shoppers higher prices.
In its submitted statement, NRF argued that data-driven pricing tools and technologies like electronic shelf labels actually help retailers offer discounts, respond to seasonal trends and keep prices competitive. The trade group emphasized that the fierce competition among the nation’s 600,000 retailers strongly incentivizes companies to keep prices affordable and maintain consumer trust, rather than weaponizing data to maximize prices on individual shoppers.
Eliminating Paper Discrepancies and Inefficiencies
For decades, grocery stores and supermarkets have relied on paper tags that require store associates to manually replace physical labels across every aisle during price adjustments, weekly sales or promotional rollbacks. NRF emphasizes that this traditional approach is prone to human error, resulting in checkout discrepancies where register systems charge a different price than what is displayed on the physical shelf.
NRF says digital shelf labels offer a reliable solution to this operational headache by ensuring that shelf displays instantly match backend checkout systems, upholding consumer protection standards for price accuracy.
“For stores, managing price updates across hundreds of thousands of items is a tedious process that can take days to complete,” says Jason Straczewski, group vice president of government relations and political affairs for the National Retail Federation. “Electronic shelf labels allow retailers to use the same technology other industries already employ to make updates, including rollbacks and promotions, in minutes.”
Parity With Other Modernized Sectors
As NRF points out in a blog post by Mercy Beehler, vice president of government relations, insights on ESLs and digital displays are already widely accepted across many daily consumer transactions outside the grocery aisle. Restaurant drive-throughs routinely rely on digital menu boards to alter pricing and promotional offerings, while gas stations automatically adjust roadside price displays to reflect changing market fuel costs.
According to NRF, brick-and-mortar stores are simply adopting the same seamless technology that other commercial sectors have safely utilized for years. Rather than acting as tools for surveillance, NRF clarifies that ESL systems operate on secure, closed internal networks that contain no cameras, microphones or individual tracking mechanisms.
Additionally, retailers point to operational and environmental benefits that unions and lawmakers often overlook. Digital labels allow grocery stores to instantly execute price rollbacks on fresh goods such as produce, meat and dairy items near their expiration date. This immediate flexibility helps stores sell perishable food before it goes bad, significantly reducing food waste in local communities.
As Congress and state legislatures weigh the potential risks of AI-driven pricing, the retail sector continues to advocate for policy solutions that preserve store efficiency. Retail leaders caution that blanket bans on technology will hinder store modernization, burden workers with repetitive tasking and ultimately prevent stores from passing along operational savings to consumers.


