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FTC Proposes Enforcement Framework for “Personalized Pricing” Amid Growing Federal and State Scrutiny
August 25, 2026

On August 19, 2026, the Federal Trade Commission (“FTC”) announced a proposed Enforcement Policy Statement regarding personalized pricing, a significant development as to federal regulatory and enforcement posture toward data-driven pricing practices. The proposed policy statement follows a series of related developments in Congress and in states around the country. This alert summarizes the FTC’s proposed policy, its implication for businesses, and recommended next steps, following our recent updates on this topic: 

The FTC’s Proposed Enforcement Policy Statement

On August 19, 2026, the FTC published for public comment a proposed Enforcement Policy Statement regarding the use of consumer data to charge different prices to different consumers for the same product or service, a practice the policy statement refers to as “personalized pricing,” but has also been referred to as “surveillance pricing.”1 The public has 30 days following the publication of the policy statement in the Federal Register to submit comments, after which the FTC will review the comments received and determine whether to finalize, revise, or withdraw the policy statement.2

The FTC’s policy statement focuses on personalized pricing that occurs where “consumers reasonably expect that prices for a product or service will not vary based on their personal data.”3 Failure to adequately disclose such pricing, according to the policy statement, can constitute a deceptive or unfair practice in violation of Section 5 of the Federal Trade Commission Act (15 U.S.C. § 45).4 The policy statement makes clear that the FTC views personalized pricing as an enforcement priority under Section 5, stating multiple times that the FTC plans to enforce against such practices “aggressively.” FTC Chairman Andrew Ferguson stated the draft statement “would put businesses engaged in or considering personalized pricing on notice that the Trump-Vance FTC will not hesitate to enforce the law in this space.”5

Key Disclosure Requirements

The FTC’s policy statement identifies three specific disclosures that businesses should provide whenever consumers reasonably expect prices will not vary based on their personal data, but personalized pricing will be used:

  • First, the business should disclose that the price is personalized—that is, that the consumer is being shown a price that may differ from the price shown to other consumers for the same product or service.
  • Second, the business should disclose the basis for personalization—for example, that it is based on the consumer’s estimated willingness to pay.
  • Third, the business should disclose the types of data on which the personalization is based, such as data about that consumer’s purchase history, browsing behavior, geographic location, or other factors.

Importantly, the policy statement directs that these disclosures should be “clear and conspicuous,” meaning they must be prominent and understandable to consumers at or before the point of purchase. The FTC has emphasized that buried disclosures in lengthy terms of service or privacy policies are unlikely to satisfy this standard. According to this statement, failure to sufficiently disclose the practice of personalized pricing is likely to constitute an unfair or deceptive act or practice in violation of Section 5 of the FTC Act.6

Regulatory Landscape 

The FTC’s policy statement is the latest in a series of actions by the Commission, Congress, and states to address data-driven pricing practices. The following developments provide important context for the policy statement.

FTC Preliminary Report. In 2024, the FTC reviewed and subsequently issued a preliminary report in January 2025 on surveillance pricing based on a market study it conducted. It found that companies were using algorithms to set prices based on personal data. The report warned that these algorithms could potentially set higher prices for vulnerable individuals predicted to spend more based on personal information—such as a new parent shopping for baby formula. The August 2026 policy statement builds directly on these findings, this time even outlining examples of scenarios that would raise Section 5 concerns from the FTC’s perspective.7

Congressional Investigations and Legislative Efforts. Congress has also taken an interest in surveillance pricing, especially as affordability has become a central issue for both parties at home with their constituents and heading into the midterm elections this fall. Key recent congressional developments on both sides of the aisle include the following examples:

  • In March 2026, House Committee on Oversight and Government Reform Chairman James Comer (R-KY) launched an investigation into the use of AI to conduct surveillance pricing, stating such use creates “arbitrage opportunities for companies to ‘weaponize personal data’ and pad their profit margins at the expense of providing transparency to the consumer.”8
  • In May 2026, House Energy and Commerce Committee Ranking Member Frank Pallone Jr. (D-NJ) launched a surveillance pricing inquiry, requesting information from 25 major grocers, pharmacies, and large retailers.9 In August 2026, he extended that inquiry to eight major U.S. airlines.10
  • On August 4, 2026, the Senate Judiciary Committee Subcommittee on Crime and Counterterrorism held a hearing titled, “Your Data, Their Profit: The Consumer Cost of AI Surveillance Pricing.”11 Senator Josh Hawley (R-MO), who chaired the hearing, called AI surveillance pricing “one of the biggest scams in American history,” and declared it the “unholy trinity of everything Americans hate: spying on people, ripping them off, and taking away jobs.”12 The hearing produced notable bipartisan agreement, with Sen. Richard Blumenthal (D-CT) noting that he and Sen. Hawley have a “framework for legislation” and declaring, “We need a federal law. We need federal standards. We need national safeguards.”13
  • As detailed in a prior K&S client alert, in March 2026, U.S. Senators Ben Ray Luján (D-NM) and Jeff Merkley (D-OR) introduced the Stop Price Gouging in Grocery Stores Act, a companion bill to House legislation introduced in August 2025 by Representatives Rashida Tlaib (D-MI) and Val Hoyle (D-OR). Both bills would prevent retail food stores from using consumers’ personal data to set prices.14 The bills have each been referred to their respective committees.

State Legislative and Enforcement Activity. Several states have introduced or advanced surveillance pricing legislation, and state attorneys general are pursuing related enforcement actions, as discussed in greater detail in our prior client alert.15 At this point, at least California, New York, Maryland, Connecticut, and New Jersey have all passed laws limiting, or even banning, certain types of surveillance pricing. Affordability is a key issue at the state level as well and we expect to continue to see increased activity in this area by state legislatures (policy) and attorneys general (enforcement).

Implications

The FTC’s policy statement is significant because it articulates, for the first time, a specific enforcement framework federal authorities may use to address personalized pricing under existing law. The policy statement declares the FTC’s view that inadequately disclosed personalized pricing can be a deceptive and/or unfair practice that is actionable under Section 5 of the FTC Act.

The statement also flags that the FTC believes data practices associated with personalized pricing—such as collecting, using, or disclosing consumers’ personal data for the purpose of personalized pricing without adequate disclosures or without obtaining consent—may also implicate Section 5. The policy statement signals that the FTC may pursue enforcement actions against companies that use location data, browsing history, demographic information, purchase history, loyalty program data, or other consumer data to set individualized prices without adequate transparency. Companies that rely on algorithmic or AI-driven pricing tools may risk enforcement action if those tools adjust prices based on personal data without corresponding consumer disclosures.

The FTC’s policy statement reflects growing attention to surveillance pricing at both the federal and state levels. Businesses should not wait for the final policy (post-comment period) to assess their practices in this environment, particularly as the FTC’s statement of enforcement intent is itself a strong indicator of where future federal enforcement actions will be directed.

1 Press Release, Fed. Trade Comm’n, FTC Seeks Comment on Enforcement Policy Statement Regarding Personalized Pricing (Aug. 19, 2026), https://www.ftc.gov/news-events/news/press-releases/2026/08/ftc-seeks-comment-enforcement-policy-statement-regarding-personalized-pricing; Fed. Trade Comm’n, Federal Trade Commission’s Proposed Enforcement Policy Statement Regarding Personalized Pricing, File No. P034101 (Aug. 19, 2026), https://www.ftc.gov/system/files/ftc_gov/pdf/p034101-ftc-enforcement-policy-statement-re-personalized-pricing-proposed-for-public-comment.pdf
2 Press Release, Fed. Trade Comm’n, FTC Seeks Comment on Enforcement Policy Statement Regarding Personalized Pricing (Aug. 19, 2026), https://www.ftc.gov/news-events/news/press-releases/2026/08/ftc-seeks-comment-enforcement-policy-statement-regarding-personalized-pricing.
3 Fed. Trade Comm’n, Federal Trade Commission’s Proposed Enforcement Policy Statement Regarding Personalized Pricing, File No. P034101 (Aug. 19, 2026), https://www.ftc.gov/system/files/ftc_gov/pdf/p034101-ftc-enforcement-policy-statement-re-personalized-pricing-proposed-for-public-comment.pdf.
4 Notably, in a footnote in the policy statement, the FTC “declines at this time to take any position on whether some personalized pricing practices are unfair even when fully disclosed to consumers.”
5  Press Release, Fed. Trade Comm’n, FTC Seeks Comment on Enforcement Policy Statement Regarding Personalized Pricing (Aug. 19, 2026), https://www.ftc.gov/news-events/news/press-releases/2026/08/ftc-seeks-comment-enforcement-policy-statement-regarding-personalized-pricing.
6 Fed. Trade Comm’n, Federal Trade Commission’s Proposed Enforcement Policy Statement Regarding Personalized Pricing, File No. P034101 (Aug. 19, 2026); see also 15 U.S.C. § 45.
7 King & Spalding, Federal and State Lawmakers Take Aim at Surveillance Pricing Practices (Mar. 16, 2026), https://www.kslaw.com/insights/articles/federal-and-state-lawmakers-take-aim-at-surveillance-pricing-practices.
8 Press Release, H. Comm. on Oversight & Gov’t Reform, Comer Investigates Use of Artificial Intelligence to Set Prices for Consumers (Mar. 5, 2026), https://oversight.house.gov/release/comer-investigates-use-of-artificial-intelligence-to-set-prices-for-consumers/.
9 Press Release, H. Comm. on Energy & Com. Democrats, Pallone Launches Surveillance Pricing Inquiry (May 12, 2026), https://democrats-energycommerce.house.gov/media/press-releases/pallone-launches-surveillance-pricing-inquiry.
10 Press Release, H. Comm. on Energy & Com. Democrats, Pallone Presses U.S. Airlines for Answers on Surveillance Pricing (Aug. 12, 2026), https://democrats-energycommerce.house.gov/media/press-releases/pallone-presses-us-airlines-answers-surveillance-pricing.
11 Your Data, Their Profit: The Consumer Cost of AI Surveillance Pricing: Hearing Before the Subcomm. on Crime & Counterterrorism of the S. Comm. on the Judiciary, 119th Cong. (2026), https://www.judiciary.senate.gov/committee-activity/hearings/your-data-their-profit-the-consumer-cost-of-ai-surveillance-pricing.
12 Press Release, Off. of Sen. Josh Hawley, ICYMI: Hawley Exposes Predatory AI Surveillance Pricing, Consumer Data Harvesting in Subcommittee Hearing (Aug. 5, 2026), https://www.hawley.senate.gov/icymi-hawley-exposes-predatory-ai-surveillance-pricing-consumer-data-harvesting-in-subcommittee-hearing/.
13 Your Data, Their Profit: The Consumer Cost of AI Surveillance Pricing: Hearing Before the Subcomm. on Crime & Counterterrorism of the S. Comm. on the Judiciary, 119th Cong. (2026) (statement of Sen. Richard Blumenthal), https://www.judiciary.senate.gov/committee-activity/hearings/your-data-their-profit-the-consumer-cost-of-ai-surveillance-pricing.
14  S. 3892, Stop Price Gouging in Grocery Stores Act (March 2026); H.R. 4966, Stop Price Gouging in Grocery Stores Act (Aug. 2025).
15 King & Spalding, California Attorney General Launches “Surveillance Pricing” Investigation Targeting Grocers, Hotels, and Retailers (Feb. 2, 2026), https://www.kslaw.com/insights/articles/california-attorney-general-launches-surveillance-pricing-investigation-targeting-grocers-hotels-and-retailers.
Authors
Jamie Dycus
Partner
Business Litigation
Matthew B. Hanson
Partner
Special Matters & Government Investigations
Ehren Halse
Partner
Special Matters & Government Investigations
Alicia C. O'Brien
Partner
Special Matters & Government Investigations
McGregor Scott (Greg)
Partner
Special Matters & Government Investigations
Amy Schuller Hitchcock
Partner
Special Matters & Government Investigations
Nicholas J. Kump
Senior Associate
Special Matters & Government Investigations
Alison Walter
Associate
Special Matters & Government Investigations
Nadia Alexandra Doherty
Associate
Special Matters & Government Investigations
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