A judge vacated a $48 million arbitration award last month because the claimant pool included people who never used the product. Separately, a Manhattan federal court refused to compel arbitration for MLB fans because MLB couldn't prove they assented to the clause. Two different rulings, same message: the days of filing first and sorting claimants later are ending.

If you're running a mass arb practice, this is the most important trend to internalize right now. Not because fraud is rampant in your portfolio. It probably isn't. But because the infrastructure that courts and providers are building to catch fraud will catch something else too: sloppy eligibility screening. And sloppy screening is everywhere.

The OptumRx Signal

The OptumRx vacatur wasn't a mass arb case, but the reasoning travels. The court found the award was "procured by fraud" because the claimant pool included individuals who lacked standing. That's a judicial statement about claimant quality as a threshold issue, not a merits question.

Now layer that onto AAA's process arbitrator framework. Process arbitrators already screen for filing compliance, pre-suit requirements, and which agreement applies. It's a short step from "did this claimant file correctly" to "does this claimant actually belong here." If you're filing 2,000 demands and 8% of your claimants can't prove they used the product, accepted the terms, or suffered the harm, you just burned the acquisition cost on 160 people who will never convert to revenue.

At $500 to $2,000 per signed claimant, that's $80,000 to $320,000 in wasted acquisition spend. Before you file a single demand.

The MLB Assent Problem

The MLB ruling is the other half of the equation. MLB had already compelled arbitration for 5,628 claimants in a related dispute. Then a different judge looked at a different set of fans and said: you haven't shown these people agreed to your arbitration terms.

Same company. Same app. Same general dispute. Different outcome, because assent evidence varied across claimant groups.

For plaintiff firms, this creates a modeling problem. You can't assume that because one cohort of claimants has enforceable arbitration agreements, every claimant in your roster does. The Wallrich individualized-assent standard we wrote about in July is spreading. Courts want to see proof that each claimant, individually, agreed to the specific version of the clause you're invoking.

If your intake process captures a name, a phone number, and a "yes I used the product" checkbox, you're not building the evidentiary record you need. You're building a lead list.

What a Pre-Filing Eligibility Audit Actually Looks Like

The firms getting this right are treating eligibility verification as a finance function, not a paralegal task. Here's what that means in practice:

  1. Product or service usage verification. Can the claimant prove they used the defendant's product during the relevant period? A screenshot, a transaction record, an account confirmation email. Something beyond a self-reported checkbox.
  2. Clause version matching. Which version of the arbitration agreement was in effect when the claimant accepted it? Companies rewrite their terms quarterly. A claimant who signed up in 2023 may be under a completely different clause than one who signed up in 2025. If you're not matching each claimant to the specific clause version, you're guessing.
  3. Assent documentation. Can you prove the claimant actually agreed to the terms? Clickwrap is stronger than browsewrap. A timestamped acceptance record is stronger than "they used the website." Build the chain of custody from acceptance to filing.
  4. Harm verification. Does the claimant have the specific harm your demand alleges? In consumer data cases, that might mean confirming the claimant's data was actually part of the breach. In fee disputes, it means confirming the claimant was actually charged the fee.
  5. Duplicate and conflict screening. Is this claimant already represented by another firm on the same matter? Are they part of a parallel class action? Dual representation doesn't just create ethical issues. It creates a procedural attack surface the defendant will use.

The P&L Impact of Bad Claimant Quality

Let's run the numbers on a 5,000-claimant matter where your pre-filing audit catches problems with 12% of the roster. That's 600 claimants.

If your blended CPA is $800 per signed claimant, those 600 claimants represent $480,000 in acquisition cost. If your expected gross recovery per claimant is $5,000 at a 33% contingency fee, those 600 claimants represent $990,000 in expected fees you'll never collect.

Total exposure from filing without auditing: $1.47 million.

Now compare that to the cost of running the audit. Even at $50 per claimant for verification (document collection, clause matching, usage confirmation), you're spending $250,000 to save $1.47 million. That's a 5.9x return on a line item most firms don't even have in their budget.

And that doesn't account for the reputational cost. A process arbitrator who flags 600 ineligible claimants in your filing will remember your firm's name the next time you file.

Why This Is an Admin Stack Problem

Most firms outsource claimant verification to the same intake team that answers the phones. That team is optimized for volume, not accuracy. They're measured on signed retainers, not on whether each retainer has a defensible eligibility chain behind it.

The fix isn't hiring more paralegals. It's building verification into the technology layer. Native document signing that captures the right evidence at the moment of intake. Automated clause-version matching that flags mismatches before a human ever reviews the file. ID verification that confirms the claimant is who they say they are, not just that someone filled out a form.

I'm biased here, obviously. GroupSettle's stack was built around this exact problem, because completion rates collapse when your claimant pool includes people who shouldn't be there. But the principle holds regardless of who builds the infrastructure: verification at intake is cheaper than disqualification at filing.

The Uber and Tariff Waves Will Test This

Two emerging mass arb categories are going to stress-test claimant quality harder than anything we've seen. Uber deactivation claims (reportedly thousands of drivers, with about 20,000 in California alone) will require proving each driver was improperly deactivated, not just that they were deactivated. Consumer tariff-refund claims will require proving each consumer actually paid the tariff-inflated price for a specific product during a specific window.

Both categories involve massive potential claimant pools with high variance in eligibility. The firms that build pre-filing audits into their case model now will own these categories. The firms that file first and sort later will fund the discovery process for the defense bar.

The Monday Takeaway

Add a line item to your next mass arb case budget: pre-filing eligibility audit. Budget $30 to $75 per claimant depending on complexity. Build clause-version matching into your intake technology. Require usage verification before you count a claimant as "signed." And run your P&L on verified claimants, not total retainers.

The courts are telling you exactly what they want to see. The question is whether you build it before you file or after a process arbitrator hands you a 12% haircut.

If you want to see how this eligibility math runs on a live matter, that's the kind of modeling GroupSettle does with plaintiff firms before a single demand goes out. Reach Kasia at (813) 737-7025 or visit massarb.groupsettle.com.

Harry Hedaya is the founder of Send It By Text, the native document signing, SMS, and email platform behind GroupSettle's mass arbitration completion stack. Their AI super agent handles over 80% of claimant inquiries on its own, which lifts engagement rates further. He works with plaintiff firms running live mass arb campaigns.

If you want to see how this eligibility math runs on a live matter, that's the kind of modeling GroupSettle does with plaintiff firms before a single demand goes out. Reach Kasia at (813) 737-7025 or visit massarb.groupsettle.com.

Harry Hedaya is the founder of Send It By Text, the native document signing, SMS, and email platform behind GroupSettle's mass arbitration completion stack. Their AI super agent handles over 80% of claimant inquiries on its own, which lifts engagement rates further. He works with plaintiff firms running live mass arb campaigns.