Robert Weissman v. Clearview AI, Inc.

Court of Appeals for the Seventh Circuit·Decided July 20, 2026·No. 25-1673·Published·Hamilton

Opinion

In the

United States Court of Appeals For the Seventh Circuit

No. 25-1673 IN RE: CLEARVIEW AI, INC. CONSUMER PRIVACY LITIGATION RODELL SANDERS, et al., Plaintiffs-Appellees,

v.

CLEARVIEW AI, INC., et al., Defendants-Appellees.

APPEAL OF: ROBERT WEISSMAN and RICK CLAYPOOL, Objectors-Appellants.

Appeal from the United States District Court for the Northern District of Illinois, Eastern Division.

No. 1:21-cv-00135 — Sharon Johnson Coleman, Judge.

ARGUED JANUARY 28, 2026 — DECIDED JULY 13, 2026

Before HAMILTON, MALDONADO, and TAIBLESON, Circuit Judges.

HAMILTON, Circuit Judge. We review in this appeal objections by two class members to the district court’s approval of a settlement. The plaintiff class asserted claims based on the 2 No. 25-1673

use of biometric data taken from public sources on the internet for facial recognition. We find no inherent substantive problems with two challenged features of the settlement, first the absence of injunctive relief, and second monetary relief in the form of what amounts to an equity stake in the defendant. But we cannot get past a key procedural problem in the settlement process.

The settlement provides far greater monetary benefits for members of several favored subclasses based on state residency, leaving the most meager benefits for members of only the nationwide class. Differences in the laws of different states may well make those differences in benefits reasonable, but no representative of the disfavored nationwide class endorsed the allocation of monetary benefits. Class representatives who are members of the favored subclasses cannot also represent the disfavored nationwide class concerning the allocation of monetary relief. Class-action settlement requires structural assurances of fair and adequate representation, and those were lacking here. We therefore vacate approval of the settlement and remand for further proceedings. I. Factual and Procedural Background Defendant Clearview AI, Inc. operates “a search engine for faces.” The company scrapes photographs of individuals from public websites, including social media accounts, and analyzes them using artificial intelligence to produce “facial vectors” reflecting the geometry of a person’s facial features. Searching this database with a photograph of an unidentified person returns results of all other photographs of that person in the database, linked to the websites on which they were found. Depending on the information available on those web-

No. 25-1673 3

sites, a search can therefore reveal a wealth of information about a person, including not only their identity but also, depending on where the photographs were taken, personal relationships and political and religious affiliations, among other facts.

This technology has a wide range of applications. For example , Clearview’s customers originally included private companies that wanted to identify people in surveillance camera footage. According to plaintiffs, Clearview also at one time granted database access to its political allies, including certain members of Congress. Since, at the latest, a settlement of a separate lawsuit with the American Civil Liberties Union, however, Clearview’s customers have included only federal and state government agencies and their contractors.

This case arises from several putative class-action suits filed after an exposé on Clearview appeared in The New York Times in January 2020. Plaintiffs filed in the Northern District of Illinois and the Southern District of New York against Clearview, a Delaware corporation headquartered in New York. Other defendants included Clearview’s co-founders, defendants Hoan Ton-That and Richard Schwartz; defendant Rocky Mountain Data Analytics LLC, a New Mexico company that allegedly served as a shell entity for Clearview; defendant Thomas Mulcaire, Clearview’s general counsel and a vice president of Rocky Mountain; and Macy’s, one of Clearview ’s customers.

Pursuant to 28 U.S.C. § 1407, the Judicial Panel on Multidistrict Litigation transferred eleven such cases for coordinated pretrial proceedings in the Northern District of Illinois. After appointment of interim lead class counsel, 4 No. 25-1673

Plaintiffs filed a consolidated class-action complaint asserting the following claims:

• On behalf of a Nationwide Class of all individuals in the United States whose biometric data is or was in Clearview’s database , claims for a declaratory judgment and for unjust enrichment.

• On behalf of an Illinois Subclass of Illinois residents, several claims under the state’s Biometric Information Privacy Act (BIPA).

• On behalf of a California Subclass of California residents, claims under the state’s Unfair Competition Law, statutory commercial misappropriation of identity, common -law right of publicity, and the state constitutional right to privacy.

• On behalf of a New York Subclass of New York residents, a claim under the state’s civil rights code.

• On behalf of a Virginia Subclass of Virginia residents, claims under statutory commercial misappropriation of identity and the Virginia Computer Crimes Act.

The case was litigated vigorously through motions to dismiss and discovery, producing over five hundred docket entries by the end of 2022. Sometime that year, the parties entered settlement negotiations and retained as mediator the Honorable Wayne Andersen, a retired federal district judge. This first round of negotiations fell apart because Clearview, an undercapitalized start-up, was not in the financial

No. 25-1673 5

condition to make a large and immediate payment or to provide the other forms of relief the Class demanded.

The parties returned to mediation in early 2023. This time they agreed in principle that any settlement would be based on payment through what amounted to an equity stake in Clearview. By that time, the American Civil Liberties Union had reached a settlement with Clearview in a separate case. Under the ACLU settlement, Clearview was permanently enjoined from allowing database access to private parties except in compliance with the Illinois BIPA. Clearview was also required to establish an opt-out program for Illinois residents.

After months of negotiations shepherded by Judge Andersen , the parties agreed to a settlement. The settlement included appointment of a settlement master, the Honorable Sidney Schenkier, a retired federal magistrate judge. Under the settlement, upon an initial public offering or a “liquidation event”—merger, consolidation, or sale—of Clearview, the Class would receive a payment equivalent to a 23% equity stake in Clearview as of September 6, 2023, “subject to the same dilution by future investments as for the founders.” Alternatively , the court-appointed settlement master may in lieu of such payment (a) sell the settlement stake to a third party for a “commercially reasonable price” or (b) make a cash demand for 17% of Clearview’s “Generally Accepted Accounting Principles (GAAP) recognized revenue” from the date of final approval of the settlement by the district court until the date of such demand. Such a demand would need to be made no later than September 30, 2027. 1 The agreed relief is only

1 The settlement agreement is susceptible to an interpretation that the

revenue set-aside should begin, not on the date of final approval by the district court, but as late as the date of the expiration of the time for filing 6 No. 25-1673

monetary in nature. Clearview has not committed to any additional limits on its business activities. The settlement stake would be divided among the Class with ten shares to each member of the Illinois Subclass, five shares to each member of the California, New York, and Virginia Subclasses, and one share to each member of only the Nationwide Class.

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Robert Weissman v. Clearview AI, Inc., (7th Cir. 2026).

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