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‘Surveillance Pricing’: A Practical Guide for Businesses Navigating Its Regulatory Risk

By Nathanael Williams, Tara Bradley & Alice B. Leiter on September 30, 2026
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“Surveillance pricing” describes the use of formulas, software or AI to set prices dynamically when those systems incorporate personal information (e.g., browsing history, purchase patterns, demographic profiles, device identifiers or inferred willingness to pay) to tailor prices to individual consumers. This practice is distinct from broader “algorithmic pricing,” which relies on market-wide inputs such as supply-and-demand conditions, inventory levels and timing without targeting individuals based on their personal data.

Surveillance pricing raises significant privacy and consumerprotection risks, as it may involve harvesting and extracting maximum value from individual consumers’ personal data, often without their knowledge or meaningful consent.

Read on to learn more about the legal landscape and concrete takeaways for businesses aiming to stay on the right side of privacy law.

Tags: AI
Photo of Nathanael Williams Nathanael Williams

Nate’s practice focuses on providing pragmatic, strategic, and business-minded privacy and data security counseling. Nate advises clients on compliance with state and federal privacy laws and regulations, emerging technology risks, preparing for and responding to data breaches, and privacy, data security, and technology-related…

Nate’s practice focuses on providing pragmatic, strategic, and business-minded privacy and data security counseling. Nate advises clients on compliance with state and federal privacy laws and regulations, emerging technology risks, preparing for and responding to data breaches, and privacy, data security, and technology-related risks in business mergers and acquisitions, as well as licensing, outsourcing, and commercial transactions.

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Photo of Tara Bradley Tara Bradley

Tara is a seasoned attorney who focuses on digital media, intellectual property, technology, procurement, entertainment, marketing and advertising transactions. With insight gained from years of experience as in-house counsel, Tara understands the dynamic and fast-paced business environment.

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Photo of Alice B. Leiter Alice B. Leiter

Alice guides clients who are navigating complex health data policy and regulatory challenges, with a focus on innovative uses of health information both in and outside of the traditional HIPAA framework. Her practice centers on helping health plans, providers and health information technology…

Alice guides clients who are navigating complex health data policy and regulatory challenges, with a focus on innovative uses of health information both in and outside of the traditional HIPAA framework. Her practice centers on helping health plans, providers and health information technology companies address complex compliance and policy questions involving health data governed by HIPAA and/or state data privacy laws, including emerging legal and governance issues related to the adoption and implementation of Artificial Intelligence technologies in health care.

Read more about Alice B. LeiterEmail
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  • Posted in:
    Business and Commercial, Privacy and Cybersecurity, Technology and AI
  • Blog:
    Password Protected
  • Organization:
    McGuireWoods LLP
  • Article: View Original Source

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