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Research · Meta Ad Library study

We reviewed 526 active legal ads across 18 US mass torts in Meta's public Ad Library. Who runs them, how fast the ads change, and what the headlines say.

Rhys Waters·November 6, 2026·Data pulled 4 November 2026·8 min read

526

active legal ads reviewed

79

Facebook pages running them

68%

run by claims and lead-gen brands

52%

under three days old

Key findings

  • Lead-gen brands run most mass tort ads. 68% of the legal ads came from claims and lead-gen brands. Only 13% ran from law firm pages (12 of 79 advertisers).
  • Creative turns over in days. The median ad had been running for 2.3 days, and 52% were less than three days old.
  • Social media addiction ads are still running. Meta's Ad Library showed about 319 active US ads matching "social media addiction lawsuit", seven months after Meta began removing plaintiff-recruitment ads for those cases.
  • Most headlines say the same thing. 32% use "lawsuit", 18% say "free" and 15% mention eligibility. Only 2% name who the ad is for.
  • A few advertisers dominate each tort. In 8 of the 12 torts with at least 20 ads in our sample, one advertiser ran 40% or more of them.

Lead-gen brands run most mass tort ads

Most of the ads didn't come from law firms' own Facebook pages. 68% ran from claims and lead-gen brands, pages named after the claim rather than a firm. Another 16% ran from pages styled as news or consumer-information sites. Law firm pages accounted for 13% of the ads and 12 of the 79 advertisers.

Share of 526 legal ads, by type of Facebook page
Claims and lead-gen brands (43 advertisers)68%
News or consumer-info style pages (23 advertisers)16%
Law firm pages (12 advertisers)13%
Pages named after a person (1 advertiser)3%

Advertiser type is our own classification, based on each page's name.

The news-style pages often take an explainer angle. In hernia mesh, for example, news-style pages ran state-by-state headlines such as "Ohio Hernia Mesh Lawsuit Filing Requirements".

Creative turns over in days, not months

The median ad in our sample had been running for 2.3 days. More than a third (36%) had started within the previous 24 hours. In 6 torts, every sampled ad was under two weeks old: Paraquat, Social media addiction, Camp Lejeune, Bard PowerPort, Hernia mesh, Dupixent.

How long each ad had been running, 526 legal ads
Under 1 day36%
1 to 3 days17%
3 to 14 days16%
2 weeks to 2 months16%
Over 2 months15%

A smaller group of advertisers works the other way and keeps the same ads live for weeks. In NEC baby formula, for example, one law firm ran 88% of the sampled ads, with a median age of about seven weeks.

Social media addiction ads are still running

In April 2026, Meta began removing ads from law firms recruiting plaintiffs for the social media addiction lawsuits, in which Meta is a defendant. On 4 November, Meta's Ad Library still showed an estimated 319 active US ads matching "social media addiction lawsuit".

What we saw in a sample of 50

Every one was a plaintiff-recruitment ad, from law firms and lead-gen brands, with headlines such as "Parents of Teens 13–17: See If You Qualify". 100% had started running in the previous two weeks, and 90% in the previous three days. Lifespans this short fit ads being removed and replaced quickly, though the Ad Library doesn't show removed ads, so we can't confirm it.

Most headlines say the same thing

Across 526 headlines, the same few words came up again and again. 32% used "lawsuit", 18% said "free", and 15% mentioned eligibility. Very few spoke to a specific person: only 2% named who the ad was for, such as parents or veterans, and 3% named a state.

Share of 526 legal ad headlines that…
Uses the word "lawsuit"32%
Says "free"18%
Mentions eligibility15%
Mentions compensation15%
Asks a question14%
Says "check"14%
Asks if you qualify13%
Mentions a settlement or payout10%
Uses a deadline or urgency9%
Quotes a dollar figure8%
Names a US state or city3%
Names who the ad is for (parents, women, veterans and so on)2%

Headline means the ad's link title in the Ad Library. We didn't analyze body copy, images or video.

A few advertisers dominate each tort

In 8 of the 12 torts with at least 20 ads in our sample, a single advertiser ran 40% or more of them. The table shows every tort we searched, with the biggest advertiser shown by type.

Mass tortActive ads (Meta's estimate)Legal ads in our sampleAdvertisersBiggest advertiser (share of sample)Median ad age
Paraquat1,231503A lead-gen brand (80%)under 1 day
Social media addiction3195010A law firm page (36%)1 day
Camp Lejeune173471A lead-gen brand (100%)under 1 day
Bard PowerPort104325A page named after a person (41%)1 day
Depo-Provera102606A lead-gen brand (45%)13 days
Hernia mesh995017A news-style page (12%)under 1 day
Hair relaxer62338A lead-gen brand (27%)27 days
Dupixent60504A lead-gen brand (44%)under 1 day
Uber sexual assault40405A lead-gen brand (42%)69 days
Roundup36339A lead-gen brand (42%)18 days
NEC baby formula35324A law firm page (88%)48 days
Roblox312611A lead-gen brand (23%)29 days
GLP-1 drugs22*63A lead-gen brand (67%)119 days
Firefighting foam (AFFF)12112A lead-gen brand (91%)26 days
Video game addiction993A lead-gen brand (44%)119 days
Suboxone663A lead-gen brand (67%)638 days
Tylenol and autism541A law firm page (100%)105 days
Oxbryta441A lead-gen brand (100%)119 days

Meta's estimate counts every active US ad matching the search phrase. *For GLP-1 drugs, most matches were product ads rather than legal ads, so the legal sample is small. Samples are capped at 50 ads per search.

What this means if you run mass tort ads on Meta

Ads that say the same thing are hard to tell apart

When most headlines use the same handful of words, Meta's delivery system has little to separate them, and neither does the person scrolling. Ads that speak to one specific group, and the moment they're in, were rare in this sample, which leaves room for firms that write for a defined audience. We cover how this works in our guide to awareness levels in Meta ads.

Plan for a steady supply of new creative

With half the ads under three days old, case acquisition on Meta runs on volume. That means new concepts every week, each checked against compliance before launch, rather than one winning ad.

Spread risk across torts

Meta changed how it treats one tort this year. Firms that spread spend across several torts, and keep compliant variations ready, are better placed when a platform's rules move.

How we did it

On 4 November 2026 we searched Meta's public Ad Library, through Meta's official ads tools, for 20 phrases covering 18 US mass torts. We limited the results to ads shown in the United States and active that day. Each search returns Meta's estimate of the total number of matching ads and up to 50 sample ads.

We kept the ads whose headline or page name was clearly about a legal claim, which left 526 unique ads from 79 Facebook pages after removing duplicates. For each ad we used the page name, the headline and the date it started running.

The study has limits. Keyword search misses ads that don't use the phrase and picks up some unrelated ones, which is why we filtered. The sample is capped at 50 ads per search, so for the biggest torts it's a slice rather than a full count. The Ad Library doesn't show spend, reach, results or removed ads. Advertiser types are our own classification, and we've left advertiser names out on purpose.

Frequently asked questions

How many mass tort ads are running on Meta?

On 4 November 2026, Meta's Ad Library estimated about 319 active US ads for "social media addiction lawsuit" alone, and over 1,000 for Paraquat. Across the 18 torts we searched, we reviewed 526 active legal ads.

Who runs most mass tort ads on Facebook and Instagram?

Claims and lead-gen brands. They ran 68% of the legal ads we reviewed, compared with 13% from law firm pages.

Is Meta still allowing social media addiction lawsuit ads?

Meta began removing plaintiff-recruitment ads for those cases in April 2026, but on 4 November its Ad Library still showed an estimated 319 active US ads matching the phrase, almost all of them very recently launched.

What do mass tort Facebook ads usually say?

Most headlines combine "lawsuit", "free", "eligibility" or "compensation" with a prompt to check whether you qualify. Only 2% named a specific audience.

How old are most mass tort ads on Meta?

Young. The median ad in our sample had been running for 2.3 days, and 52% were less than three days old.

Need mass tort creative that gets through review?

The Social Outline makes Meta ad creative for case acquisition and can run the campaigns too, with every ad's claims listed next to their sources so your compliance team can review it fast.

Book a 30-minute ad review

Sources

  • Meta Ad Library, searched 4 November 2026 (US, active ads).
  • Reporting on Meta removing social media addiction recruitment ads: Business Insurance and Legal Examiner, April 2026.