Grocery store aisle with products on shelves under bright fluorescent lighting

TL;DR:

  • What: Surveillance pricing uses your personal data — browsing history, location, income estimates, shopping habits — to charge you more than the person standing next to you for the same product
  • Federal: Rep. Frank Pallone (D-NJ) sent letters to 25 major retailers on May 11 demanding they disclose how they use customer data to set prices
  • Colorado: HB 1210, the first state law banning surveillance pricing outright, passed both chambers and awaits Governor Polis's signature
  • Maryland: Signed the Protection from Predatory Pricing Act into law on April 28, effective October 1, 2026
  • New York: Already requires retailers to disclose algorithmic pricing — Target started posting "this price was set by an algorithm using your personal data" notices
  • What to do: Use cash or gift cards for groceries, avoid store apps and loyalty programs that track purchases, clear cookies before shopping online

Five Fronts, One Target

Something unusual is happening in American consumer protection: federal legislators, state governments, labor unions, and state attorneys general are all going after the same practice at the same time. That practice is surveillance pricing — the use of your personal data to calculate the maximum you'll pay for a gallon of milk.

In the first two weeks of May alone:

  • Rep. Frank Pallone launched a congressional investigation into 25 food retailers (May 11)
  • Colorado's HB 1210 — the first outright ban on surveillance pricing — passed the state Senate (May 8)
  • New York City introduced new legislation targeting digital price tags and algorithm-driven pricing
  • The UFCW continued its national campaign to ban electronic shelf labels in large grocery stores

This isn't a coincidence. It's a backlash. And it started with a single Consumer Reports investigation in December 2025 that caught Instacart bragging to potential retail clients about how "incredibly lucrative" algorithmic pricing experiments were — experiments that produced price differences of up to 23% for identical products shown to different shoppers.

Pallone's 25 Letters

On May 11, Energy and Commerce Committee Ranking Member Frank Pallone (D-NJ) sent letters to 25 major food retailers — including Walmart, Amazon, Target, Whole Foods, Albertsons, CVS, Walgreens, Stop & Shop, and Wegmans — demanding answers about their pricing practices.

The questions are pointed:

  • What customer data "elements" do you use to set prices?
  • Do you use AI or machine learning algorithms to determine pricing?
  • Do you buy data from third parties for pricing decisions?
  • Can customers opt out of having their data used to set prices?

"Consumers deserve to know if businesses are using their personal information to manipulate the prices they pay or experiment with algorithms to set the prices they see," Pallone wrote.

The responses are due May 26. What makes this investigation different from past hand-wringing is timing — it lands while state legislatures are actively passing bans, giving Congress political cover to escalate if the answers are bad.

Colorado: The First Ban

Colorado's HB 1210 would make the state the first in the nation to outright ban surveillance pricing. The bill passed the Senate 19-15 on May 8 and needs one final House concurrence vote before heading to Governor Jared Polis's desk.

The bill prohibits companies from using personal data — browsing history, inferred health conditions, family structure, income — to set individualized prices. It carves out exceptions for group discounts, loyalty programs, and discounts any consumer could obtain. Insurers using risk-relevant data and credit decisions under the Fair Credit Reporting Act are also exempt.

"If signed, this bill will protect consumers from pricing practices that companies deploy in secret," said Grace Gedye, Consumer Reports senior policy analyst. "This legislation helps create a fairer marketplace and protects consumers from these invasive — and expensive — tactics."

Governor Polis hasn't signaled which way he'll go. Consumer Reports and a coalition of consumer groups are pressuring him to sign without delay.

Maryland Signed. New York Exposed.

Maryland didn't wait for Colorado. On April 28, Governor Wes Moore signed the Protection from Predatory Pricing Act, which takes effect October 1, 2026. The law prohibits food retailers from using "surveillance data" for individualized pricing and requires fixed prices for a minimum of one business day.

New York took a different approach. Instead of banning surveillance pricing, the state's Algorithmic Pricing Disclosure Act — in effect since November 2025 — forces companies to tell you when it's happening. Any business that sets a price using an algorithm and your personal data must display: "THIS PRICE WAS SET BY AN ALGORITHM USING YOUR PERSONAL DATA."

The result was revealing. Target started showing the disclosure to New York shoppers. Suddenly, what had been an invisible practice became a visible one. It turns out people don't love knowing that the price on their screen was calculated based on their browsing history.

In March 2026, New York Attorney General Letitia James rallied support for the "One Fair Price Package" — a pair of bills to go beyond disclosure and actually restrict the practice. In January, her office sent a formal information demand to Instacart over its pricing practices.

1.2 Million Grocery Workers Join the Fight

The United Food and Commercial Workers union — 1.2 million members across the US and Canada — launched its "Affordable Groceries and Good Jobs Campaign" in February 2026. The union is pushing for bans on surveillance pricing and electronic shelf labels (ESLs) in large grocery stores.

Electronic shelf labels are the hardware that makes surveillance pricing possible in physical stores. These digital price tags can change prices in real-time, so one shopper could buy a gallon of milk at one price while another shopper pays more for the same gallon later the same day. Walmart announced plans to roll out ESLs to all US locations within one year.

The UFCW has gotten traction. State legislators in New York, Oklahoma, Washington, Arizona, Nebraska, Maryland, Tennessee, Minnesota, Georgia, and Iowa have all introduced surveillance pricing or ESL legislation connected to the campaign. Federal companion legislation — the Stop Price Gouging in Grocery Stores Act, introduced by Senators Ben Ray Luján (D-NM) and Jeff Merkley (D-OR) — would ban dynamic pricing at grocery stores, require facial recognition disclosure, and ban ESLs in large stores nationwide.

The union's argument is straightforward: these systems don't just gouge consumers, they eliminate jobs. A digital price tag doesn't need someone to swap it out. Every ESL is a task that used to belong to a grocery worker.

How They Price You

The FTC published a report in January 2025 documenting exactly how surveillance pricing works. Companies charge more based on:

Geolocation: Shopping from a wealthy zip code? Prices go up. The algorithm knows your neighborhood's median income before you've added anything to your cart.
Browsing history: Searched for the same product three times? That signals high intent to buy. The price adjusts upward because the algorithm thinks you're desperate.
Shopping habits: Loyal customers who always buy the same brand get charged more, not less. You've shown you won't switch. The algorithm exploits that.
Demographics: Age, inferred income, family size — all feed the model. A Consumer Reports investigation found identical products offered at up to five different prices to different shoppers at the same time.

Seventy-four percent of grocery items were offered to consumers at multiple different prices in recent studies. That's not dynamic pricing based on supply and demand. That's a system designed to extract the maximum from each individual based on their data profile.

What You Can Do

Shop in-store with cash or gift cards: The less data you generate, the less they can personalize. Cash transactions don't feed the pricing algorithm. Gift cards purchased with cash are even better.
Skip the store app and loyalty card: Loyalty programs are data collection systems disguised as discounts. The 50 cents you save on eggs costs you a complete profile of every purchase you've ever made — which then feeds the algorithm that charges you more on everything else.
Clear cookies and use a VPN for online grocery shopping: If you shop at Instacart, Amazon Fresh, or any online grocer, clear your browser cookies before each session. Better yet, use a privacy-focused browser like Firefox with tracking protection enabled and a VPN to mask your location.
Support the legislation: If you're in Colorado, contact Governor Polis about signing HB 1210. Wherever you live, check if your state has pending surveillance pricing legislation — over 100 price transparency bills were introduced across 33 states in 2025, with more in 2026. Find your representative here.

The Bottom Line

For years, surveillance pricing operated in the dark. Retailers quietly tested how much they could charge each individual, and most shoppers never knew the person next to them was paying a different price for the same product.

New York's disclosure law ripped the curtain back. Colorado and Maryland are banning the practice outright. Congress is demanding answers. And 1.2 million grocery workers are making it a labor issue, not just a consumer one.

The grocery industry spent decades building loyalty programs to collect your data. Now they're using that data against you. The question isn't whether surveillance pricing is real — Target's own disclosures proved that. The question is whether the crackdown moves fast enough to matter, or whether Walmart finishes rolling out digital price tags to every store in America first.

Sources