Surveillance Pricing Laws Create Compliance Nightmare for Retailers as States Pass Patchwork Regulations

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6.2.2026

Quick Facts

Maryland became the first state to ban surveillance pricing in April 2026, prohibiting food retailers over 15,000 square feet from using personal data for dynamic pricing on staple goods
More than 70 surveillance pricing bills have been introduced across 20-plus states this year, creating conflicting compliance requirements
FTC study found surveillance pricing tools can boost retailer revenue by 2-5%, with companies serving at least 250 clients from grocery to apparel

A wave of state legislation targeting surveillance pricing is creating a complex compliance landscape for retailers as lawmakers scramble to regulate AI-driven dynamic pricing practices.

Maryland broke new ground in April 2026 by passing the first law to ban surveillance pricing outright. The legislation prohibits food retailers in stores over 15,000 square feet and third-party delivery providers from using personal data to set higher prices on tax-exempt staples like produce, dairy, and meat.

New York took a different approach in December 2025, requiring businesses to post clear notices stating “THIS PRICE WAS SET BY AN ALGORITHM USING YOUR PERSONAL DATA” rather than banning the practice entirely.

The regulatory patchwork extends beyond individual states. Federal lawmakers introduced the Stop Price Gouging in Grocery Stores Act in March 2026, while more than 20 other state legislatures have proposed their own surveillance pricing bills.

“The flurry of new legislation could create a patchwork of laws that vary from state to state, which could make compliance extremely complex,” legal experts warn.

The Federal Trade Commission’s January 2025 study revealed the scope of surveillance pricing adoption. The agency found that companies track everything from mouse movements to shopping cart abandonment patterns to set individual prices.

“Initial staff findings show that retailers frequently use people’s personal information to set targeted, tailored prices for goods and services,” said FTC Chair Lina Khan.

The practice has proven lucrative. Multiple companies told the FTC their surveillance pricing tools support revenue growth between 2-5%. The commission’s investigation covered eight major providers serving at least 250 retail clients across industries from grocery to apparel.

A Consumer Reports investigation highlighted the consumer impact through Instacart’s pricing practices. The study found price variations of up to 23% for identical items between customers, potentially costing households $1,200 annually.

Following the investigation, Instacart announced it would end its differential pricing program. The company now faces an FTC probe over its AI-driven pricing technology.

Airlines have also embraced surveillance pricing. Delta’s president told investors in December that the company plans “a full reengineering of how we price” to determine “the amount people are willing to pay” based on individual customer data.

Industries facing heightened regulatory scrutiny include aviation, grocery stores, big-box retailers, food delivery apps, hotels, and rental housing companies. As state laws diverge on whether to ban, regulate, or simply require disclosure of surveillance pricing, retailers must navigate an increasingly complex compliance landscape.