New York City becomes the first in the nation to outlaw algorithmic price discrimination
New York — November 12, 2026, 6:45 p.m. Eastern time.
In a decisive move against predatory retail technology, the New York City Council passed landmark legislation on Thursday afternoon prohibiting companies from utilizing personal consumer data and artificial intelligence algorithms to secretly alter prices on identical goods and services.
The bill, known as Introduction 891-A and sponsored by Council Member Julie Menin, sailed through the legislative chamber by a lopsided 44–5 vote. The ordinance takes aim at the rapid proliferation of "surveillance pricing"—an opaque corporate practice where retailers, travel aggregators, grocery apps, and service platforms harness real-time geolocation, browsing history, device battery levels, credit estimates, and previous buying patterns to charge individual shoppers the highest price an algorithm predicts they are willing to pay.
Standing in the council rotunda following the vote, Menin declared that consumer protection laws must urgently evolve to match the sophistication of digital surveillance.
How surveillance pricing works and what the law bans
Surveillance pricing differs fundamentally from traditional, transparent supply-and-demand dynamic pricing—such as airfare surges during holidays or peak-hour ride-hailing fees. Instead of responding to macro market pressures, surveillance pricing operates at the individual level, creating custom digital price tags tailored to extract maximum margin from a specific person.
Under the newly enacted statute, merchants operating within New York City's five boroughs—whether brick-and-mortar storefronts using digital shelf tags and facial analytics, or online platforms catering to local delivery addresses—are strictly barred from basing product costs on personal behavioral markers.
As detailed by reporting in The New York Times and City & State NY, the ban explicitly protects traditional, uniformly offered promotional programs. Retailers remain free to offer:
- Publicly posted discounts, weekly circular specials, and buy-one-get-one-free promotions.
- Standardized customer loyalty and rewards clubs, provided the discounted rates are uniform to all members.
- Demographic community discounts, including verified senior, student, and military veteran rates.
Strict municipal fines and protections for neighborhood bodegas
Enforcement of Introduction 891-A will be overseen by the New York City Department of Consumer and Worker Protection (DCWP). Under the bill's provisions, companies found guilty of deploying algorithmic personalized pricing face civil fines of up to $1,000 per violation, with every affected consumer transaction categorized as a distinct offense.
To prevent small neighborhood businesses, independent grocers, and corner bodegas from being ensnared by complex automated software tools bundled into off-the-shelf point-of-sale systems, the council established a mandatory 30-day "cure period." First-time small merchants will receive formal administrative warnings and technical guidance to disable discriminatory pricing modules before financial penalties are levied.
Mayor Zohran Mamdani signaled his full support for the measure, indicating he will sign the legislation into law next week: "Working-class New Yorkers are already getting squeezed at checkout counters across the city. Nobody should pay more for baby formula or a gallon of milk just because an algorithm detected their phone battery is low or their zip code looks affluent."
Timeline of the surveillance pricing legislative battle
July 2026: Federal regulatory inquiries and academic investigations reveal widespread algorithmic pricing experiments by grocery conglomerates and e-commerce giants.
September 17, 2026: Council Member Julie Menin introduces Introduction 891-A before the Committee on Consumer and Worker Protection, citing skyrocketing household expenses.
October 22, 2026: Public committee hearings take testimony from retail trade groups, consumer advocates, and data privacy researchers.
November 12, 2026, 2:45 p.m. EST: The New York City Council convenes in stated session and passes the bill by an overwhelming 44–5 roll call.
December 2026: DCWP will issue formal compliance guidelines for businesses ahead of full implementation in early 2027.
