Unequal Subclass Allocations Require Separate Representation: Structural Adequacy as a Prerequisite to Class-Settlement Approval

I. Introduction

In In re: Clearview AI, Inc. Consumer Privacy Litigation (appeal of Robert Weissman and Rick Claypool), the Seventh Circuit reviewed a district court’s approval of a nationwide privacy class-action settlement arising from Clearview AI’s collection and use of biometric data—photos scraped from public websites and converted into facial-recognition “vectors.”

The consolidated MDL asserted a mix of claims: a Nationwide Class (declaratory relief and unjust enrichment) alongside several state subclasses (notably Illinois BIPA claims, plus California, New York, and Virginia statutory and common-law claims). The settlement provided monetary relief via a future equity stake (or revenue-based cash-demand alternative), but allocated that relief sharply by residency: Illinois subclass members received 10 shares, certain other state subclasses 5 shares, and members of the Nationwide Class who were not also in a subclass received only 1 share.

Objectors from the Nationwide Class challenged (1) the absence of injunctive relief, (2) the contingent nature of an equity-stake settlement, and (3) most importantly, the lack of structural protections ensuring that the Nationwide Class was adequately represented in negotiating the allocation.

II. Summary of the Opinion

The Seventh Circuit vacated settlement approval and remanded. The court found no inherent substantive defect in (a) a settlement lacking additional injunctive relief, or (b) monetary relief delivered through a contingent equity stake (with a cash-demand fallback). However, the court held that the settlement process suffered from a fatal procedural flaw: the disfavored Nationwide Class had no separate representative (and effectively no separate advocacy) endorsing an allocation that granted it markedly smaller recovery.

Because class-action settlements require “structural assurance” of adequate representation for materially adverse groups, representatives from favored state subclasses could not simultaneously represent the disfavored Nationwide Class on the critical question of how to divide the settlement value.

III. Analysis

A. Precedents Cited

1. Appellate scrutiny and the district court’s fiduciary role

  • In re Southwest Airlines Voucher Litig. — supplied the formal standard: approval of a class settlement is reviewed for abuse of discretion, but the Seventh Circuit emphasized its willingness to conduct meaningful review.
  • Pearson v. NBTY, Inc. — reinforced that appellate review of class settlements is “far from pro forma,” supporting a more searching examination of settlement structure and value.
  • Reynolds v. Beneficial National Bank — framed the district court as effectively a fiduciary to absent class members, requiring “the highest degree of vigilance” in scrutinizing settlements.

2. Rule 23(e) fairness factors and historical Seventh Circuit factors

  • Wong v. Accretive Health, Inc. and Gautreaux v. Pierce — reflected the Seventh Circuit’s traditional multi-factor fairness framework.
  • The opinion used these cases to contextualize the court’s guidance that future analyses may more cleanly track the post-2018 text of Fed. R. Civ. P. 23(e)(2) (adequate representation; arm’s-length negotiation; adequacy of relief; equitable treatment).

3. Settlements need not deliver complete victory (injunctive relief disputes)

  • EEOC v. Hiram Walker & Sons, Inc. and Isby v. Bayh — quoted for the premise that settlement is compromise and need not provide complete victory to plaintiffs.
  • In re AT&T Mobility Wireless Data Services Sales Litig. — applied the compromise principle in the settlement-approval context.
  • Romper Room Inc. v. Winmark Corp. — distinguished merits-stage standards for injunctive relief (no “adequate remedy at law”) from Rule 23(e)’s settlement-adequacy inquiry.
  • ACLU v. Clearview AI, Inc. — mattered factually and legally because existing injunctive relief (especially regarding private-party access and Illinois opt-out measures) reduced the marginal value of additional injunctions in this settlement.

4. Nationwide unjust enrichment and choice-of-law obstacles

  • In re Bridge-stone/Firestone, Inc. — emphasized that nationwide classes are often improper when differing state laws would govern (“No class action is proper unless all litigants are governed by the same legal rules.”).
  • Siegel v. Shell Oil Co. — denied certification of nationwide unjust enrichment claims due to material variations among state laws, illustrating why the Nationwide Class’s unjust enrichment claim was both harder to certify for litigation and harder to translate into a coherent nationwide injunction.
  • Fredrick v. Simmons Airlines, Inc. — referenced regarding Illinois choice-of-law rules, underscoring that no easy choice-of-law shortcut had been offered to make the nationwide unjust enrichment claim uniform.

5. Scope of releases (unpleaded claims)

  • Williams v. General Electric Capital Auto Lease, Inc. and Class Plaintiffs v. City of Seattle — supported the principle that class settlements may release unpleaded claims arising from the same factual predicate, even if they were not “presentable” in the class action in the same form.

6. Equity-based settlements and valuation uncertainty

  • Uhl v. Thoroughbred Technology & Telecommunications, Inc. — directly validated equity-based relief despite speculative future value, a key precedent for rejecting a categorical attack on “future stake” settlements.
  • In re Katrina Canal Breaches Litig. — used as a contrast: uncertainty that can only reduce or cannibalize recovery can render a settlement inadequate; here, equity could increase in value, and fees were aligned with class recovery timing.

7. Structural conflicts and adequacy: the core holding

  • Amchem Products, Inc. v. Windsor — the centerpiece: class settlements require “structural assurance of fair and adequate representation” when internal class conflicts exist.
  • Eubank v. Pella Corp. — reinforced that named representatives owe fiduciary duties and that conflicts between subgroups can undermine settlement validity.
  • Ortiz v. Fibreboard Corp. — established that fundamental conflicts require division into subclasses with separate representation; also warned courts not to pretend conflicts disappear simply because allocations are not formally “disparate.”
  • Dewey v. Volkswagen Aktiengesellschaft and Kohen v. Pacific Investment Management Co. — supplied the “fundamental conflict” framing (real vs. hypothetical conflicts) and when separate representation is required.
  • Murray v. Grocery Delivery E-Services USA Inc. — explained why a common fund can intensify conflict: allocations are zero-sum, so increasing one group’s share decreases others’.
  • In re Joint Eastern & Southern District Asbestos Litig. and In re Findley — quoted (via Amchem) for the proposition that subclasses cannot be bound based on consent from “unitary” representatives who also belong to favored groups; each subgroup needs representation that understands its role is to represent that subgroup alone.
  • In re Literary Works in Electronic Databases Copyright Litig. — closely analogous: when some claims are worth less, a court cannot know “by how much” absent independent representation of the disadvantaged category.

8. Comparative settlement benchmarks (biometric/privacy settlements)

  • In re Facebook Biometric Information Privacy Litig., Rivera v. Google LLC, In re TikTok, Inc., Consumer Privacy Litig., and Boone v. Snap Inc. — provided reference points for settlement magnitude, helping the court conclude the overall value was within a plausible range (though allocation remained procedurally defective).

B. Legal Reasoning

1. Substantive adequacy: no categorical bar to non-injunctive or equity-only relief

The court rejected a premise that a settlement must stop the challenged conduct to be “adequate.” Under Rule 23(e), adequacy asks whether the negotiated compromise is within a reasonable range given litigation risk, delay, and collectability—not whether plaintiffs obtained the maximum theoretically available remedy.

On injunctive relief, the court noted the strongest injunction leverage (Illinois-related restrictions on private access and opt-out) had already been substantially addressed by the ACLU v. Clearview AI, Inc. settlement. On the Nationwide Class claims (unjust enrichment; unpleaded privacy claims), the court emphasized doctrinal uncertainty and cross-state variability, which weakened the argument that a nationwide injunction was both likely and necessary for settlement fairness.

2. Equity-stake relief: uncertainty is not automatically unfair

Drawing on Uhl v. Thoroughbred Technology & Telecommunications, Inc., the court held that contingent equity is inherently uncertain but not inherently inadequate—especially when the alternative may be bankruptcy and little or no recovery. The court also viewed as important the alignment between attorney compensation timing and class recovery: fees would be paid only when the class is paid.

Still, the court flagged a practical deficiency: if the settlement’s revenue-based “cash demand” option is a meaningful safety valve, the district court must make findings about it, which may require direct engagement with Clearview’s revenue information rather than reliance on mediator-only review.

3. The dispositive defect: allocation across subgroups without structural protection

The court’s central move was to separate overall settlement value from allocation fairness. Even if a 23% stake could be fair for the class as a whole, dividing it among subclasses is a zero-sum exercise. Where state subclasses (with potentially stronger statutory damages and remedies) receive multiples of what the residual Nationwide Class receives, the Nationwide Class’s interests are materially adverse to the favored groups on allocation.

The court refused to accept “overlapping membership” as a cure. Representatives who belong to the favored groups have diminished incentive to negotiate aggressively for the disfavored group’s share, because increasing the Nationwide-only share may reduce the share of the stronger-claim subclasses (including the representatives themselves). Under Amchem Products, Inc. v. Windsor and Ortiz v. Fibreboard Corp., that kind of internal adversity requires “structural assurance”—typically separate representatives and counsel for the affected subgroup(s)—before a court can conclude representation and allocation are adequate.

In short, the Seventh Circuit held that the district court lacked a reliable basis to deem the allocation equitable under Rule 23(e)(2)(D) (and representation adequate under Rule 23(e)(2)(A) / Rule 23(a)(4)) because the Nationwide Class had no champion empowered and incentivized to bargain for it.

4. A cautionary “red flag”: wholesale replacement of class representatives

Without holding the substitutions independently dispositive, the court instructed the district court on remand to scrutinize the replacement of all eight original representatives after they refused the settlement—consistent with Eubank v. Pella Corp.—to ensure the settlement reflected class interests rather than counsel’s interest in closing a deal.

C. Impact

  • Structural adequacy becomes outcome-determinative when allocations diverge. In multi-subclass privacy and consumer cases, especially MDLs combining state statutory regimes with weaker nationwide theories, defendants and plaintiffs’ counsel should expect that unequal allocations will require formally separate representation for disadvantaged groups.
  • “Future stake” settlements remain viable, but courts must do more valuation work. The opinion preserves flexibility to use equity/revenue-contingent structures for undercapitalized defendants, while signaling that Rule 23(e) findings must engage with the mechanics (including fallback options like revenue set-asides).
  • Rule 23(e) analysis should track the amended text. The court encouraged district courts to structure settlement review explicitly around Rule 23(e)(2)(A)–(D), reducing the risk that older factor-lists obscure representation and allocation problems.
  • Biometric privacy litigation strategy may shift toward subgroup bargaining. Where BIPA-like statutes exist for some class members but not others, this decision incentivizes early identification of allocation conflicts and appointment of counsel tasked solely with maximizing the recovery of the weaker-claim group.

IV. Complex Concepts Simplified

  • Biometric data / facial vectors: measurements derived from a face image used to identify or match a person.
  • MDL (multidistrict litigation): a procedure under 28 U.S.C. § 1407 that transfers similar federal cases to one court for coordinated pretrial proceedings.
  • BIPA (Illinois Biometric Information Privacy Act): an Illinois statute allowing liquidated damages ($1,000 negligent / $5,000 reckless or intentional), fees, and injunctive relief for certain biometric-privacy violations.
  • Equity-stake settlement (“future stakes”): instead of paying cash now, the defendant promises the class a percentage interest in future company value (e.g., paid at IPO/merger) or a structured fallback (here, a revenue-based cash demand).
  • Common fund / zero-sum allocation: when there is a fixed pot of value for the class, giving more to one subgroup necessarily gives less to another.
  • Structural assurance / adequate representation: procedural safeguards—especially separate representatives and counsel for groups with adverse interests—so courts can trust that absent members’ interests were actually negotiated for, not traded away.
  • Vacate and remand: the appellate court nullifies the approval order and sends the case back to the district court for further proceedings consistent with the appellate opinion.

V. Conclusion

The Seventh Circuit’s key contribution is a reinforced—and practically sharpened—rule: when a settlement allocates materially different benefits among subclasses and a disfavored residual group, courts cannot approve the deal absent structural protections ensuring that the disadvantaged group had independent, adequate representation in negotiating that allocation. Substantive flexibility (no injunction required; equity stakes permitted) does not excuse procedural rigor. The decision positions “structural assurance” not as a technicality but as the linchpin of legitimacy for class settlements that distribute value unevenly across legally and economically divergent claimant groups.