Social Media Addiction Signed Retainers & Case Leads

The federal track: MDL 3047

In re: Social Media Adolescent Addiction/Personal Injury Products Liability Litigation, MDL No. 3047, is centralized in the United States District Court for the Northern District of California before Judge Yvonne Gonzalez Rogers, sitting in Oakland. The MDL consolidates personal injury claims brought on behalf of minors and young adults against Meta Platforms (Facebook and Instagram), ByteDance (TikTok), Snap (Snapchat), and Google (YouTube). Alongside the personal injury inventory, the same judge presides over a school district track and a coordinated set of state attorney general actions.

The plaintiffs' theory is a product liability theory, not a content theory, and that distinction is the load-bearing wall of the entire litigation. Plaintiffs do not allege that the platforms are liable for what users posted. They allege that the platforms were designed to induce compulsive use in developing adolescent brains through specific engineered features — variable-ratio reward scheduling in notifications, infinite scroll, autoplay, ephemeral content mechanics, streak counters, beauty and appearance filters, and recommendation engines tuned to maximize session length — and that the companies did so while holding internal research showing the resulting harm. The claims sound in design defect, failure to warn, and negligence.

Federal docket size, as reported

3,137 cases pending in MDL 3047 out of 3,312 total filed, per the JPML's August 3, 2026 statistics report, with 244 actions added during the August reporting period. The comparable figure in August 2024 was 557 pending. The docket has grown roughly five and a half times in twenty-four months.

The California track: JCCP 5255

Running in parallel, the Judicial Council Coordination Proceeding No. 5255 — Social Media Cases consolidates California state court claims before Judge Carolyn Kuhl in Los Angeles County Superior Court. JCCP 5255 reached trial first, and it is where every headline verdict in this litigation has so far been produced. Firms planning a campaign should understand that a California claimant may be routed to the state proceeding rather than the federal MDL, which affects venue analysis and, in some fee arrangements, referral economics.

What happened in 2026, in order

1. January 22, 2026 — Snap settles on the eve of trial

   Snap reached a settlement in the first JCCP bellwether roughly one week before jury selection, removing Snapchat from the trial. Settlement terms were not made public.

2. January 27, 2026 — ByteDance settles; trial opens

   ByteDance, TikTok's parent, settled on the eve of the trial date, leaving Meta and Google as the remaining defendants. The nation's first social media addiction jury trial opened the same day in Los Angeles County Superior Court before Judge Kuhl.

3. March 25, 2026 — the K.G.M. verdict

   A Los Angeles jury returned a plaintiff verdict in K.G.M. v. Meta & YouTube, awarding $6 million total — $3 million compensatory and $3 million punitive — and apportioning responsibility 70 percent to Meta and 30 percent to Google. The plaintiff testified she began using YouTube at age 6 and Instagram at age 9. It was the first jury verdict of its kind in the United States.

4. June 9, 2026 — post-trial motions denied

   Judge Kuhl denied the defendants' post-trial motions in full, upholding both the liability finding and the damages award. Meta noticed an appeal.

5. August 10, 2026 — the Ninth Circuit clears the path

   In a 24-page opinion by Judge Jacqueline Nguyen, the Ninth Circuit dismissed the platforms' interlocutory appeal, holding that Section 230 supplies a defense against liability rather than an immunity from suit — which means the district court's Section 230 rulings are not immediately appealable under the collateral order doctrine. More than 3,000 pending addiction lawsuits were cleared to proceed. The court separately declined to pause the imminent federal trial.

6. August 18, 2026 — 29 states open against Meta in Oakland

   A coalition of 29 state attorneys general, led by California, Colorado, Kentucky, and New Jersey, delivered opening arguments against Meta before Judge Gonzalez Rogers in Oakland. It is the first case in the federal social media litigation to reach a jury.

What the Ninth Circuit ruling did and did not do

This is the fact most commonly overstated in marketing copy, so it is worth stating precisely. The August 10 opinion did not hold that Section 230 fails to protect the platforms. It held something narrower and procedurally decisive: because Section 230 is a defense to liability rather than an immunity from suit, an order rejecting it is not the kind of order a defendant can appeal before final judgment. The practical consequence is large — the platforms must now litigate more than 3,000 cases through discovery and trial rather than exiting on an early appellate ruling — but the substantive Section 230 question survives for a later appeal.

For a firm building a docket, the procedural holding matters more than the substantive one. It means the inventory has a runway. Cases filed today will be worked up rather than parked behind an interlocutory appeal, and the defendants' settlement calculus now has to price years of active litigation across thousands of files.

The parallel tracks that shape claimant supply

Beyond the personal injury inventory, three parallel litigation tracks shape both public awareness and the evidentiary record your cases will draw on. State attorney general actions — now numbering more than forty states across various filings — have produced unsealed internal documents that plaintiffs' counsel rely on. A school district track seeks recovery for the institutional costs of the adolescent mental health crisis, with several hundred districts participating. And a set of consumer class actions addresses economic rather than personal injury claims.

These tracks matter to a marketing program for one reason: they generate sustained mainstream news coverage, and news coverage moves organic search volume for exactly the queries a claimant types before they contact a lawyer. A campaign that only runs paid media captures the demand that already exists. A campaign that pairs paid media with earned-coverage-aligned content captures the demand the litigation itself keeps creating.

The advertiser field is still thin relative to claimant volume

Compare the media landscape to a mature tort. In talc, Roundup, or Camp Lejeune, hundreds of firms and lead vendors compete for the same finite pool of exposed claimants, and the auction price reflects it. Social media addiction has the inverse problem: the addressable claimant population is enormous — effectively every American who was a heavy adolescent platform user during the relevant window and later received a mental health diagnosis — while the number of firms running sustained acquisition against it remains comparatively small.

That imbalance is the entire cost advantage. It does not persist. It compresses as more firms enter, and entry accelerates after every plaintiff verdict.

The awareness gap is unusually wide

Most mass torts require you to reach someone who already knows they were injured. A mesothelioma claimant knows they have mesothelioma. A hernia mesh claimant knows they had a revision surgery. Social media addiction is different: the parent of a teenager who was hospitalized for a suicide attempt in 2019 typically does not think of that hospitalization as a legal claim against a technology company. They think of it as something that happened to their family.

This is a marketing problem and a marketing opportunity at the same time. It means demand capture alone — bidding on people already searching for a lawyer — reaches only a fraction of the eligible population. It also means that a program built to create the connection, rather than only harvest it, faces far less competition for that audience than it would in a tort where everyone already knows.

The practical implication

In social media addiction, prospecting media typically outproduces demand-capture media by a wide margin, which is the reverse of most product liability torts. Firms that port a search-heavy talc budget directly into this tort systematically underperform, because they are bidding hard on a small set of high-intent queries while ignoring the much larger population that has never made the connection at all.

Each litigation event repriced the market — and more are scheduled

The March 2026 verdict was the first genuine repricing event. It converted the tort from speculative to demonstrated in the eyes of both the plaintiffs' bar and the litigation finance market, and acquisition costs moved accordingly. The August 2026 Ninth Circuit ruling was the second: it removed the tail risk that the whole inventory would be dismissed on an early appeal, which is precisely the risk that had kept some firms and funders on the sidelines.

The state attorneys general trial that opened in Oakland on August 18, 2026 is the next scheduled event with the capacity to move costs. A plaintiff verdict there — in the federal court where the personal injury inventory sits, before the judge managing it — would be a materially larger signal than a single state court verdict, and it would arrive with national coverage attached.

Statute of limitations is a tailwind here, not a constraint

In most torts, the limitations period is the thing that closes the window. Here it works differently. Because the injured parties were minors during the exposure period, limitations are tolled during minority in most states, and many states apply a discovery rule that starts the clock when the connection between the injury and the product is or should have been discovered. The practical effect is that a substantial population of claimants injured between roughly 2012 and 2022 remains within reach, which is why the docket has been able to grow five and a half times in twenty-four months without exhausting supply.

That said, tolling is state-specific and fact-specific, and it is the single most important thing to screen for early. A campaign that generates volume without a limitations screen generates rejected files. Our qualification protocol runs a state-specific limitations check before a claimant is ever routed to a retainer conversation — covered in detail in the verification section below.

Firms sometimes treat the substantive theory as counsel's problem and the campaign as marketing's. In this tort that separation produces measurably worse files, because a specialist who does not understand why age at first use matters will not press for it, and a case manager who does not know what a streak mechanic is will not recognise its significance when a claimant mentions one.

The design features at the centre of the claims

The allegations concern engineered product features rather than user content — a distinction that is the entire reason the litigation has survived Section 230 challenges. The features that appear across the pleadings:

• Variable-ratio reward scheduling. Notifications and content delivery timed on an unpredictable schedule, the same reinforcement pattern that makes slot machines compelling. Plaintiffs allege this was a deliberate design choice rather than an artefact of engineering convenience.
• Infinite scroll. Removing the natural stopping point that a paginated feed creates. The absence of an endpoint is alleged to defeat the user's own intention to stop.
• Autoplay. Beginning the next video before the user decides to watch it, converting an active choice into a passive default.
• Streak mechanics and reciprocity pressure. Features that create a social cost for disengaging — a streak that breaks, a friend who sees you did not reply — alleged to be particularly effective against adolescent social anxiety.
• Ephemeral content. Material that disappears after a period, manufacturing urgency to check repeatedly rather than at the user's convenience.
• Appearance and beauty filters. Alleged to drive appearance comparison and to contribute to body dysmorphia and eating disorder presentations, with the harm alleged to fall hardest on adolescent girls.
• Engagement-optimised recommendation systems. Content selection tuned to maximise session length, alleged to surface progressively more extreme material — including self-harm and disordered eating content — to users who show any engagement with it.
• Deficient age verification. Alleged failure to implement meaningful age gating despite knowing that substantial numbers of underage users were on the platforms.

Why this vocabulary matters at intake

A claimant rarely says 'variable-ratio reinforcement'. They say their child could not put the phone down at night, or that she checked it the moment she woke, or that he lost the streak and cried. A specialist who recognises those descriptions as the lived version of the alleged mechanisms captures them accurately in the narrative. A specialist who does not records 'used phone a lot', which is worth nothing to a case manager two years later.

The categories of evidence the litigation draws on

1. 01Internal corporate research and documents. Materials produced through discovery, congressional inquiry, and whistleblower disclosure — most prominently the disclosures made by former Meta employee Frances Haugen — which plaintiffs contend show the companies possessed internal research on harms to adolescent users. The existence and significance of these materials is contested by the defendants and is being litigated.
2. 02Public health findings. The 2023 United States Surgeon General advisory on social media and youth mental health, alongside the broader epidemiological literature on adolescent mental health trends, which plaintiffs use to establish general causation and the foreseeability of harm.
3. 03Platform design documentation. Product decisions, A/B testing records, and engagement metrics obtained in discovery, directed at establishing that the features were deliberately optimised for engagement with knowledge of their effects.
4. 04State attorney general findings. Investigative material developed across the actions now brought by more than forty states, some of which has entered the public record.
5. 05Individual claimant records. The medical, educational, and platform-use evidence specific to each case — the part your firm's docket actually consists of, and the part a marketing program determines the quality of.

General causation versus specific causation

This distinction determines what a campaign is actually responsible for producing. General causation — whether these products can cause this category of harm in adolescents — is litigated once, at the level of the whole proceeding, by leadership counsel and their experts. No individual claimant carries it. Specific causation — whether these products contributed to this claimant's injury — is proved file by file, and it rests entirely on the evidence gathered about that claimant.

That is why the qualification protocol on this page is built the way it is. The timeline reconciliation in Step 7, the platform-use substantiation in Step 5, and the provider identification in Step 6 are not administrative box-ticking. They are the specific causation record, captured at the only moment when the claimant is engaged enough to supply it accurately. A file that arrives without them is a file where specific causation has to be reconstructed later, at far greater cost and with materially worse results.

The one-line version for your intake floor

General causation is leadership counsel's job. Specific causation is the intake call's job. Everything captured in that 25-to-45-minute conversation — which platforms, starting at what age, how heavily, which clinician, diagnosed when — is the raw material of specific causation, and most of it becomes much harder to obtain the day after the call ends.

Almost every dispute we see between a firm and a former vendor traces back to one thing: the firm thought it was buying cases and the vendor thought it was selling contacts. Before any pricing conversation is useful, it is worth being precise about the four things that get sold in this market.

Why the unit price comparison is usually wrong

Firms routinely compare a $95 exclusive lead against a $4,200 signed retainer and conclude the lead is forty times cheaper. It is not. The only honest comparison is cost per signed case, and to get there you have to run the lead price through your actual conversion rate and add the cost of the labour that produced the conversion.

Run honestly, exclusive leads usually do come out cheaper per signed case for a firm with a genuinely strong intake operation. That is the correct conclusion and we say it to prospects regularly. The retainer model wins on three other axes: it converts a variable cost into a fixed one, it requires no intake buildout, and it moves the risk of a soft conversion month onto us. Which matters more depends entirely on whether your bottleneck is capital or capacity.

The decision rule we use

If your intake team can reliably work a lead within five minutes of submission, make eight or more contact attempts across ten days, and close above ten percent on a documented-diagnosis tort, buy leads — you will beat the retainer price. If any of those three is untrue, buy retainers. Paying a lead price and converting at four percent is the single most expensive way to build a docket, and it is the outcome we see most often in this tort specifically, because social media addiction intake calls are longer and more emotionally demanding than a typical product liability screen.

Why this tort punishes weak intake harder than most

A Roundup intake call establishes exposure, diagnosis, and dates. It is largely administrative. A social media addiction intake call asks a parent to walk through their child's mental health history — hospitalizations, self-harm, therapy, sometimes a death. Those calls take twenty-five to forty-five minutes, they cannot be rushed, and an intake specialist who treats them as a checklist loses the case regardless of how qualified the claimant was.

This is a real operational constraint, not a sales point. Firms that convert well in other torts often convert poorly here because their intake floor is optimised for throughput rather than for a long, careful, emotionally competent conversation. If your team is not staffed and trained for that specific call, the retainer model is not just more convenient — it is materially cheaper per signed case.

What exclusivity actually means in our agreements

Exclusivity is the most abused word in this industry, so here is ours in plain terms. Every claimant we deliver goes to one firm. We do not resell, syndicate, re-market, or later re-contact a delivered claimant for another client. Your firm owns the contact data, the consent artifacts, the call recordings, and the executed documents. We do not run a claimant through a second campaign after your engagement ends, and we do not operate a co-counsel desk that competes with the firms we supply.

The packet below is the standard deliverable for this tort. Items marked as conditional appear where the facts support them — we do not pad a file with empty placeholders, because a form with blank fields is worse than no form at all when the file reaches a case manager.

Execution documents

• Executed retainer or contingency fee agreement on your firm's paper, signed by the parent or legal guardian in their capacity as next friend or guardian ad litem where the claimant is still a minor, and signed by the claimant directly where they have reached majority.
• Electronic signature audit trail — timestamp, IP address, signer email, document hash, and completion certificate from the e-signature platform, sufficient to authenticate execution if it is ever challenged.
• HIPAA-compliant medical records authorization, drafted to cover behavioral and mental health records specifically, including psychotherapy notes where state law permits their release, and executed by the party with legal authority to release a minor's records.
• Educational records authorization (FERPA) where school counselor contact, IEP documentation, or attendance records are relevant to establishing the timeline of decline.
• Case origination and consent disclosure documenting how the claimant came to the firm, retained alongside the file to satisfy state bar recordkeeping expectations around advertised legal services.

Claimant and platform-use evidence

• Completed intake questionnaire capturing the claimant's full identifying information, guardianship status, and current treatment posture.
• Platform-use history — which platforms, the approximate age at first use for each, the period of heaviest use, self-reported or documented daily hours, and account handles where the claimant can supply them.
• Account preservation guidance confirming the claimant has been instructed not to delete accounts, messages, or device data, with the date that instruction was given.
• Downloaded platform data request status, where the claimant has been walked through requesting their own data export from each platform — the single most useful piece of use evidence available, and the one most often lost when a claimant deletes an account after signing.
• Injury and treatment narrative in the claimant's or parent's own words, captured during intake rather than paraphrased, with dates anchored wherever the claimant could supply them.

Medical and damages documentation

• Provider list — every treating clinician, facility, and prescriber identified, with addresses and approximate treatment dates, formatted for immediate records requests.
• Diagnosis summary naming the documented conditions and the approximate date of first diagnosis, cross-checked against the period of platform use.
• Hospitalization and emergency department history where applicable, including inpatient psychiatric admissions, partial hospitalization programs, residential treatment, and emergency presentations for self-harm or suicidal ideation.
• Prescription history for psychotropic medication, which frequently provides the cleanest date anchoring available when therapy records are thin.
• Conditional: school and academic impact documentation — attendance collapse, disciplinary records, IEP or 504 initiation, or withdrawal, where these mark the timeline.
• Conditional: decedent documentation for wrongful death files — death certificate, estate or personal representative appointment status, and the identity of statutory beneficiaries under the governing state's wrongful death act.

Compliance and provenance artifacts

• Certified TrustedForm or Jornaya consent record preserving the exact disclosure language, page state, and timestamp at the moment of submission — not a checkbox log, but an independently hosted, verifiable session certificate.
• Full call recordings for every intake and qualification conversation, delivered with the file rather than held by us.
• Statute of limitations screen result showing the governing state, the tolling analysis applied, and the date the screen was run.
• Conflict check clearance confirming the claimant was screened against the identifiers your firm supplied before the retainer was presented.
• Chain-of-custody log recording every touch on the file from first submission to delivery, including which specialist handled each step.

Delivery format and timing

Files are delivered through an encrypted transfer portal or pushed directly into your case management system via API — Filevine, Litify, SmartAdvocate, CASEpeer, and Neos integrations are supported natively. Standard delivery is within one business day of retainer execution. Nothing is transmitted by unencrypted email, and no protected health information is ever sent through a channel your firm has not approved in the engagement.

The rejection and replacement standard

No screening process is perfect, and a vendor who claims otherwise is telling you something useful about the vendor. Our standard is written into the engagement rather than left to goodwill:

1. 01Your firm has a defined review window — ten business days by default — to reject a delivered retainer against the criteria agreed at scoping.
2. 02A file is replaced at no charge if the claimant does not meet the agreed eligibility criteria, if the documented diagnosis cannot be substantiated, if the claimant is unreachable across a documented contact sequence within the window, if the limitations analysis was wrong, or if a conflict surfaces that our check should have caught.
3. 03A file is not replaced for reasons outside the screening standard — a claimant who later chooses different counsel, a case your firm reassesses as low value after accepting it, or criteria you change after scoping.
4. 04Replacements are delivered from the active pipeline rather than credited, because a credit does not build your docket.
5. 05Rejection rates are reported back to you monthly alongside the reason codes, so a drift in file quality is visible to both sides before it becomes an argument.

Most agencies will not publish a number. We do, because the alternative is a discovery call that spends its first twenty minutes establishing whether the firm and the agency are even in the same range. The bands below are real, current, and subject to the qualifications that follow them.

Managed campaign alternative

Firms that would rather own the media relationship and absorb intake themselves can run a managed campaign on a cost-plus basis: media at cost, disclosed, plus a management fee of 12 to 18 percent depending on spend level and channel complexity. Under that model, qualified social media addiction leads currently land between $45 and $140 depending on channel, tier targeting, and geography, and the firm carries conversion. We will quote both models against the same criteria so the comparison is real rather than rhetorical.

What moves a program up or down inside the band

Modelling a program rather than a unit price

A unit price is not a plan. The number that determines whether this tort is worth building is your cost per case measured against your realistic expected value per case, discounted for the probability and timing of recovery — and that calculation is yours to make with your own case valuation assumptions, not ours to make for you. What we can do is give you the acquisition side of the model with real numbers.

Payment structure and risk position

• Retainer model: you pay per executed case, on delivery, after your review window closes. No media spend commitment, no monthly retainer fee, no charge for rejected files.
• Managed campaign model: media is billed at cost with platform invoices disclosed, plus the management fee. You own the ad accounts, the pixel data, and the creative. If the engagement ends, the assets stay with you.
• No hybrid pricing games: we do not bill a management fee and mark the media up. One or the other.
• No long-term lock-in: month-to-month after the initial scoping period, because a program that needs a contract to retain a client is a program that is not working.

Eligibility in this tort rests on three legs — adolescent platform use, a documented mental health injury, and a defensible timeline connecting them. A file missing any one of the three is not a weak case; it is not a case. Everything below is organised around those three legs.

Leg one: adolescent platform use

• Platform: Instagram, Facebook, TikTok, Snapchat, YouTube, or Discord. Instagram and TikTok produce the strongest files; YouTube frequently appears as a co-defendant platform rather than the primary one, as it did in the K.G.M. verdict where the jury apportioned 30 percent to Google.
• Age at first use: typically between 6 and 13. The K.G.M. plaintiff testified to beginning YouTube at 6 and Instagram at 9, which is representative of the strongest fact patterns rather than an outer bound.
• Use as a minor: the substantial period of heavy use must fall before age 18. Use that began at 19 does not support the adolescent-development theory the litigation rests on.
• Intensity: heavy, habitual use — commonly reported at three or more hours daily, often with documented nighttime use, though intensity is established by the overall pattern rather than by a single self-reported number.
• Duration: sustained use across months and years, not a brief period. A claimant who used a platform intensively for six weeks has a materially harder causation story.

Leg two: a documented mental health injury

The word doing the work here is documented. Self-reported distress, however genuine, does not make a file. What makes a file is a clinician's diagnosis in a record that can be retrieved. The conditions that appear across the qualifying inventory:

• Major depressive disorder diagnosed during or after the period of heavy platform use
• Suicidal ideation, self-harm behaviour, a suicide attempt, or completed suicide
• Eating disorders — anorexia nervosa, bulimia nervosa, binge eating disorder, and ARFID presentations
• Body dysmorphic disorder, particularly where appearance-filter and comparison-driven use is documented
• Generalized anxiety disorder, panic disorder, and social anxiety disorder
• Sleep disorders tied to compulsive nighttime use, where clinically documented rather than merely reported
• Attention and concentration disorders where a clinician has connected them to compulsive use patterns
• Inpatient psychiatric admission, partial hospitalization, or residential treatment for any of the above

The documentation threshold, stated plainly

A qualifying file has at least one named treating provider, at least one diagnosis recorded by that provider, and a claimant with the legal authority to authorize release of those records. A claimant who describes serious harm but never saw a clinician does not clear the threshold, and we tell them so during intake rather than passing an unworkable file to a firm.

Leg three: the timeline

The single most common reason an otherwise sympathetic file fails is that the diagnosis predates the platform use. If a claimant was diagnosed with major depression at age nine and first used Instagram at thirteen, the platform did not cause the depression, and no amount of severity fixes that. Our screen establishes the date of first heavy use for each platform and the date of first diagnosis, and flags any file where the diagnosis comes first.

The related and more nuanced problem is the pre-existing condition that was allegedly aggravated rather than caused. These files are not automatically disqualified — aggravation of a pre-existing condition is a recognised theory — but they are materially harder, they need a clearer inflection point in the records, and they should be priced and tiered differently rather than blended in silently. We flag them explicitly rather than letting them arrive as if they were clean causation files.

Standing, capacity, and who actually signs

• Claimant still a minor: a parent or legal guardian signs as next friend or guardian ad litem. We confirm legal guardianship rather than accepting a relationship claim, because a grandparent or non-custodial parent frequently makes the initial contact.
• Claimant now an adult: the claimant signs directly. Many of the strongest files involve claimants now in their late teens or twenties describing use that began a decade earlier, and the adult claimant controls both the signature and the records authorization.
• Custody complications: where custody is split or contested, we identify who holds legal authority to retain counsel and to authorize medical record release before presenting the agreement, since these are frequently different questions.
• Wrongful death: we identify the personal representative or the statutory beneficiaries under the governing state's wrongful death and survival statutes, and confirm estate status, because the wrong signatory on a death case is a defect that surfaces late and expensively.
• Capacity: where a claimant is under active conservatorship or lacks capacity, we route to the appropriate legal representative rather than obtaining a signature from someone without authority.

Statute of limitations and tolling

Limitations analysis in this tort is genuinely complex, and it is where inexperienced lead vendors do the most damage. Three doctrines interact: the governing personal injury limitations period, minority tolling, and the discovery rule. Most states toll the limitations clock during minority, so a claimant injured at fourteen typically has the full limitations period running from the age of majority rather than from the injury. Many states also apply a discovery rule that starts the clock when the claimant knew or reasonably should have known of the connection between the injury and the defendant's conduct — a question with real teeth in a tort where public awareness of the connection is recent.

What we screen out before it reaches you

• Use that began at or after age 18, with no meaningful minor-age use history
• No treating clinician and no retrievable record of any diagnosis
• A diagnosis clearly predating first platform use, with no aggravation theory available
• A claimant unable to identify which platforms they used or approximately when
• Facts that are plainly time-barred in the governing state after tolling analysis
• A signatory without legal authority to retain counsel or release records
• Existing representation by another firm on the same claim
• A conflict against the identifier list your firm supplied at onboarding
• Claimants who deleted their accounts and cannot produce or request any use evidence, where no other corroboration exists
• Third-party submissions where the named claimant has not personally consented — a real and recurring problem in this tort, where a concerned relative sometimes submits on someone else's behalf

Every file we deliver carries a tier assignment made against the documented facts, not against a marketing impression of the case. The tier is visible before you accept the file, it drives the price, and it is the unit you should be planning your docket around.

Why an all-Tier-1 strategy fails

Firms new to the tort routinely ask for wrongful death files only. It is an understandable instinct and a poor strategy for three reasons. First, supply: completed-suicide files with documented adolescent platform use are a very small fraction of the eligible population, and a program restricted to them will deliver a handful of cases a month at best. Second, cost: restricting to the scarcest tier prices every case at the top of the band while slowing volume to a trickle, which is the worst combination available. Third, portfolio logic: in an aggregate litigation, a docket's negotiating position depends on both the severity of its worst injuries and the credibility of its overall inventory.

The inverse error is equally common. A docket built entirely from Tier 4 outpatient diagnoses is cheap to acquire and weak to negotiate, and it carries a records-retrieval burden disproportionate to the individual case values.

The mix we recommend and why

For a firm building a social media addiction docket from scratch, we typically recommend a target of roughly 20 to 25 percent Tier 1–2, 30 to 35 percent Tier 3, and the remainder Tier 4. That blend keeps acquisition cost near the middle of the band, produces enough volume to ramp meaningfully, and gives the docket both severity anchors and depth. It is a starting point to be adjusted against your capital position and your case valuation model — not a rule.

Tier drift, and how we prevent it

The failure mode to watch for with any tiered vendor is drift: an agreement to deliver a blended mix that gradually resolves into the cheapest tier, because the cheapest tier is easiest to source. This is the most common quiet breach in mass tort lead supply, and it is invisible unless someone is measuring it.

• Tier mix is a contractual term in the engagement, not an aspiration stated on a call.
• Delivered mix is reported monthly against the agreed target, with variance called out rather than buried in a dashboard.
• Where the pipeline cannot support the agreed severe-tier share in a given month, we tell you before delivery and either slow volume or renegotiate the mix — we do not substitute Tier 4 files and invoice at a blended rate.
• Tier assignments are auditable: every file carries the specific documentation that produced its tier, so your case manager can check our work rather than trusting it.

Tier upgrades after delivery

Records frequently improve a file. A Tier 4 case delivered on an outpatient depression diagnosis becomes a Tier 2 case when the records come back showing a two-week inpatient admission the claimant did not mention during intake — an extremely common occurrence, because claimants and parents routinely under-report psychiatric hospitalizations in a first conversation with a stranger. We do not retroactively invoice for upgrades. You bought the file at the tier it was delivered at, and the upside belongs to you.

A verification protocol is only meaningful if it is specific enough to be checked. Each step below produces an artifact that ships in the packet, which means you can hold a delivered file against this list and see whether the step happened.

1. Step 1 — Consent capture and certification

   At the moment of form submission, a TrustedForm or Jornaya session certificate records the exact disclosure language the claimant saw, the page state, the timestamp, and the submission IP. This is captured independently rather than logged by us, so it is verifiable by a third party later. No claimant enters the pipeline without one.

2. Step 2 — Identity and contact validation

   Phone numbers are validated against line type and carrier, email addresses are verified as deliverable, and the submitted identity is checked for the signatures of fraudulent or automated submission. Files failing validation are removed before any human time is spent on them.

3. Step 3 — Duplicate and prior-representation screen

   The claimant is checked against our full delivered history to ensure they have never been supplied to any firm, and asked directly whether they are already represented by counsel on this claim. Anyone already represented is stopped here.

4. Step 4 — First qualification call

   A trained intake specialist conducts a structured screening conversation covering platform use history, age at first use, intensity and duration, the injury narrative, and treatment history. This call runs 25 to 45 minutes for a viable file and is recorded in full. Specialists handling this tort are trained specifically for conversations involving adolescent mental health crisis and suicide.

5. Step 5 — Platform-use substantiation

   The claimant is walked through identifying each platform, approximate age at first use, and period of heaviest use, and is guided to request their own data export from each platform where the account still exists. They are simultaneously instructed in writing not to delete accounts, messages, or device data, and the date of that instruction is logged.

6. Step 6 — Medical documentation verification

   Every treating clinician, facility, and prescriber is identified by name and address with approximate treatment dates. The claimant confirms a diagnosis was made by a clinician, names it where they can, and confirms the records exist and are retrievable. A file where the claimant cannot identify a single provider does not proceed.

7. Step 7 — Timeline reconciliation

   The date of first heavy platform use is reconciled against the date of first diagnosis. Files where the diagnosis precedes the use are flagged and either routed to an aggravation analysis or removed. This step catches the most common latent defect in this tort.

8. Step 8 — Statute of limitations screen

   The governing state is identified, minority tolling and the applicable discovery-rule posture are applied, and the result is recorded with the date the screen was run and the doctrine relied on. Files that are plainly time-barred are removed. Borderline files are flagged rather than silently passed.

9. Step 9 — Standing and signatory determination

   The party with legal authority to retain counsel and authorize records release is identified — the claimant if now an adult, the custodial parent or legal guardian if still a minor, or the personal representative in a death case. Guardianship and custody are confirmed rather than assumed.

10. Step 10 — Conflict check against your list

    The claimant is screened against the identifier list your firm supplied at onboarding. Clearance is recorded in the file. A conflict surfaced here stops the file before your firm has any contact with the claimant.

11. Step 11 — Retainer presentation and execution

    Only after steps one through ten clear is the retainer presented, on your firm's paper, with your firm identified as counsel. The agreement is executed by e-signature with a full audit trail, the medical and educational authorizations are executed alongside it, and the completed packet is assembled and delivered within one business day.

What the protocol removes

Across a typical month in this tort, roughly half of all submissions that reach a qualification call do not survive it. The largest single cause of removal is the absence of any documented clinical diagnosis, followed by timeline failures where the diagnosis predates the platform use, and then by limitations problems. That attrition is the product. A vendor delivering everything that submits is not screening.

Quality control on top of the protocol

• Call review: a sample of qualification calls is reviewed against a written rubric every week, and specialists are scored on both screening accuracy and the quality of the conversation itself.
• Pre-delivery file audit: every packet is checked for completeness against the standard deliverable list before it leaves, because a file missing its records authorization is a file your case manager cannot work.
• Rejection reason coding: every file your firm rejects is coded and fed back into the screening rubric, so recurring defects get fixed at the source rather than argued about monthly.
• Ninety-day retention reporting: we report what share of delivered retainers your firm still holds and is actively working at ninety days, which is the only quality metric in this industry that resists gaming.

Proving platform use, which is harder than it sounds

In a pharmaceutical tort, exposure is documented by a pharmacy record. In this tort, the exposure evidence lives inside the defendant's systems, and the claimant's own copy of it is fragile. A claimant who deletes an Instagram account after signing a retainer has destroyed the cleanest proof available of their own use history, and they frequently do exactly that — often because they associate the account with a painful period and want it gone.

The evidence sources available, roughly in descending order of usefulness:

1. 01Platform data exports. Every major platform provides a self-service data download containing account creation date, login history, and in some cases aggregate usage. Requested while the account is live, this is the single strongest use artifact a claimant can produce. We initiate this during intake rather than leaving it to the firm, because the window closes when the account does.
2. 02Device screen-time records. iOS Screen Time and Android Digital Wellbeing histories, where the device still exists and the data has not been overwritten, provide per-app daily usage. Retention is limited, so this is a now-or-never artifact.
3. 03Account handles and creation dates. Even without a full export, a handle plus an approximate creation date gives counsel something to serve discovery against.
4. 04Family and school corroboration. Parent testimony, sibling testimony, school counselor observations, and contemporaneous disciplinary or attendance records that reference phone or social media use.
5. 05Clinical records referencing use. Therapy and psychiatric notes frequently record social media use directly, sometimes in detail. These do double duty as both diagnosis evidence and use evidence, and they are the reason the records retrieval step matters as much as it does.
6. 06Contemporaneous digital traces. Photos, messages, and posts the claimant still holds that establish the pattern and period of use.

Mental health records are a different retrieval problem

Case managers experienced in orthopedic or oncology records are consistently surprised by behavioral health retrieval. Providers are more protective, turnaround is slower, and several categories carry heightened legal protection. Three distinctions matter operationally:

• Psychotherapy notes occupy a separate category under HIPAA and generally require a specific, standalone authorization rather than being swept up in a general medical release. A generic authorization frequently returns a partial record with the most probative material withheld.
• Substance use treatment records are governed by 42 CFR Part 2, a stricter federal regime than HIPAA, and require their own consent language. Given how often adolescent mental health crisis and substance use co-occur, this comes up regularly in this tort.
• Minor consent laws vary by state. Many states allow adolescents to consent to their own mental health treatment at a specified age, which means a parent's authorization may not reach records from treatment the minor consented to independently. This surprises firms and produces gaps that look like provider non-response.

Why our authorizations are drafted for this tort specifically

The medical records authorization in our retainer packet is drafted to reach behavioral health records, to include psychotherapy notes where state law permits their release, and to address the minor-consent and Part 2 issues that a generic personal injury authorization misses. A generic release executed at signature typically means a second authorization has to be chased months later, after the claimant has cooled and stopped answering the phone.

Setting realistic retrieval expectations

Plan for behavioral health records to move slowly. Large hospital systems and university health services are generally responsive within normal timeframes; small private practices, closed practices, and providers who have retired or died are the long tail that determines your actual timeline. School records add another channel with its own cadence. A firm sizing case management staffing against orthopedic retrieval assumptions will be behind within a quarter.

This is also why we size acquisition ramps against records capacity rather than against budget. Delivering a hundred cases a month into a firm that can only work through forty is not a service — it is a backlog with an invoice attached.

Intake is where most of the value in a mass tort program is either captured or destroyed. In social media addiction it is unusually decisive, because the conversation is long, emotionally difficult, and easy to handle badly.

Speed to first contact

The relationship between response time and conversion is the least controversial finding in lead generation, and it holds here. A claimant contacted within minutes of submitting converts dramatically better than one contacted the next morning, for a reason specific to this tort: the parent who filled in that form did so in a moment of resolve about something they have spent years not acting on. That resolve does not survive twenty-four hours.

• First outbound attempt inside five minutes of submission, during operating hours, with an immediate automated acknowledgment outside them.
• A structured contact cadence of eight or more attempts across ten days, varying time of day and channel rather than calling the same number at the same hour repeatedly.
• SMS and email working alongside the phone, within the consent scope the claimant actually granted — not beyond it.
• A documented stop point, after which the file is closed rather than pursued indefinitely.

The qualification conversation itself

This is not a form-reading exercise. The specialist is asking a parent to describe the worst period of their family's life, in order, with dates. Handled well, the call itself is the reason the claimant signs. Handled as a checklist, a fully qualified claimant hangs up and never answers again.

Live transfer, where the firm prefers to close

Firms that want to own the signature can take qualified claimants by warm transfer instead of receiving executed retainers. Under that model we screen through Step 10 of the verification protocol and transfer the claimant directly to your intake team while they are engaged and on the phone. Transfers are delivered only within your stated operating hours and capacity, because a warm transfer into a voicemail box is worse than no transfer — it burns the claimant's willingness to engage at exactly the moment it peaked.

Retainer execution mechanics

• Agreements are executed by e-signature with a complete audit trail: timestamp, IP, signer email, document hash, and completion certificate.
• The retainer is presented on your firm's paper with your firm named as counsel. We do not sign claimants to an intermediary entity and assign them onward.
• Medical and educational authorizations execute in the same session, not as a follow-up chase — a second signature request days later is where a large share of files are quietly lost.
• Claimants who cannot complete e-signature are supported through an alternative execution path rather than abandoned, which matters more in this tort than most given the age range of the guardians involved.
• Language support is available for Spanish-language claimants across both screening and execution, including translated agreement copy.

The handoff standard

A delivered file should require zero clarifying contact with the claimant before your case manager can begin records retrieval. Provider names and addresses, treatment dates, diagnosis, guardianship status, executed authorizations, and the preservation instruction are all present at delivery. If your team has to call the claimant to ask a question our intake should have asked, that is a defect and we want it coded as one.

In a typical mass tort, paid search does the heavy lifting: people who know they were injured search for a lawyer, and you buy that intent. Social media addiction inverts the ratio. The high-intent search population is real but small relative to the eligible population, and a budget allocated as if this were a talc campaign will exhaust the cheap intent quickly and then spend into an increasingly expensive auction for the same handful of queries.

Paid social and prospecting media

This is the primary volume channel in this tort, and the reason is structural: it is the only channel that can reach a parent who has never connected their child's diagnosis to a legal claim. Creative here is doing an educational job before it does a conversion job, which changes both the message and the measurement.

• Meta remains the largest single source of qualifying volume, which is worth acknowledging as the awkward fact it is — the campaign runs on a platform owned by a defendant, subject to that platform's own ad review.
• Short-form video across social placements consistently outperforms static creative for this audience, because the message requires narrative rather than a claim.
• Prospecting is layered against parent-aged demographics with interest and behavioural signals tied to adolescent mental health, family caregiving, and parenting concerns — never against health conditions of the person being targeted, which is both prohibited and ineffective.
• Retargeting carries the majority of conversions. The first exposure rarely converts in this tort; a parent typically needs to see the message several times before acting on something they have spent years not acting on.

Paid search

Search remains essential despite being the smaller channel, because search intent converts at multiples of prospecting intent and because it captures the demand every news cycle creates. The query landscape splits into three tiers:

News-responsive bidding

Litigation-research query volume in this tort spikes sharply and briefly around court events — the March 2026 verdict, the August 2026 Ninth Circuit ruling, and the opening of the Oakland state attorneys general trial each produced measurable surges. Programs that hold budget flexibility to lean into those windows acquire meaningfully cheaper cases than programs running a flat monthly spend, because the spike arrives with intent already attached.

Organic search and content

The symptom-and-research tier is too large and too low-intent to buy profitably, but it is exactly where a parent begins. Content that answers the research question honestly — what the litigation alleges, who qualifies, what the process involves — captures that audience at a fraction of paid cost and compounds instead of resetting monthly. In a tort with a multi-year runway and recurring news cycles, this is the channel with the best long-run economics and the worst short-run patience requirement.

Connected TV, OTT, and broadcast

Video reaches the parent demographic efficiently and does the narrative work this message needs. Connected TV and OTT provide addressable targeting with the credibility of the television format, and they retarget cleanly into social and search. Linear broadcast and cable have a role at sustained scale in qualifying markets, though they demand a larger commitment and a longer measurement window than most firms entering a new tort want to make.

Channels we generally advise against here

• Purchased data lists. Aggregated consumer lists sold as mass tort data produce no verifiable consent record, and in this tort they frequently reach people whose only connection to the criteria is a demographic inference. Files sourced this way fail verification at a rate that makes them more expensive than they look.
• Shared lead marketplaces. A claimant being called by six firms after a conversation about their child's suicide attempt is a harm to the claimant and a poor case for whoever wins the race.
• Untargeted SMS blasts. The consent exposure is severe, the response quality is poor, and the regulatory risk sits with the firm whose name is on the message.
• Aggressive outbound to old data. Re-contacting stale records without current consent is the most common source of TCPA exposure in mass tort marketing, and it is entirely avoidable.

Audience one: parents of minors and recent minors

The core audience — typically parents aged 35 to 60 whose child was a heavy platform user during adolescence and received a mental health diagnosis. They control the signature where the claimant is still a minor, they hold the treatment history, and they are the ones who can name the providers.

The messaging problem with this audience is guilt. A parent evaluating whether their child's depression was caused by a platform is simultaneously evaluating whether it was caused by their own parenting, and creative that implies negligence on their part fails immediately. The message that works places responsibility on the product design and on what the companies knew — which is also, conveniently, what the litigation actually alleges.

Audience two: young adult claimants speaking for themselves

This audience is systematically underfunded and it produces some of the strongest files. A twenty-two-year-old who began using Instagram at eleven, was hospitalized at fifteen, and is now an adult can sign for herself, authorize her own records, and describe her own use history with far more precision than a parent can. She also reaches the campaign through completely different channels and responds to completely different creative than her mother does.

Why young adult claimants are worth targeting separately

They sign directly, eliminating the guardianship and custody complications that slow minor files; they typically recall their own platform use history in detail, including account handles and periods of heaviest use; and they are more willing to request platform data exports. Programs that treat them as an afterthought inside a parent-targeted campaign reach them inefficiently and convert them poorly.

Audience three: trusted intermediaries

Therapists, school counselors, pediatricians, and adolescent treatment programs sit adjacent to every qualifying claimant in the country. They are not a direct-response audience and should never be treated as one, but educational content that helps a clinician understand the litigation is a legitimate and durable source of referrals — and it reaches families that no advertisement will.

Geographic weighting

Volume follows population, so California, Texas, Florida, New York, Pennsylvania, and Illinois generate the most raw claimants. But volume is not the only weighting input. California carries additional significance given JCCP 5255, state limitations periods vary enough to change the eligible pool materially, and media cost per qualified claimant varies widely by market in ways that do not track population. We weight geography against your licensure footprint, referral relationships, and venue preference rather than defaulting to the biggest states.

Creative rejection is the most common reason a social media addiction campaign fails to launch on schedule. The constraints are real and they are not arbitrary — most of them exist to protect the exact population the campaign is trying to reach.

What platform policy will not allow

• Creative implying knowledge of the viewer's personal health condition — any construction along the lines of 'because your child has depression' is rejected, and correctly so.
• Graphic or sensationalised depiction of self-harm or suicide, including imagery that a reasonable reviewer would read as depicting method or aftermath.
• Targeting that uses health conditions as a selection criterion for the person being reached.
• Language promising a specific outcome, payout, or settlement amount.
• Creative that could be read as directed at minors themselves rather than at adults.
• Before-and-after style framing of mental health deterioration.

What actually works

Bar compliance in creative

Every asset carries attorney advertising identification, names the responsible firm, and avoids the guarantee and comparison language that state bar rules restrict. Where a firm's home jurisdiction requires pre-approval, filing, or specific disclaimer language, that requirement governs the creative rather than the platform's more permissive standard. We build to the strictest applicable rule across the footprint rather than per-state variants, because a single compliant asset set is far easier to maintain than fourteen.

Landing page discipline

The page a claimant lands on is a compliance artifact as much as a conversion asset. It carries the attorney advertising notice, states plainly that no outcome is promised, discloses that submitting the form is a request for a consultation rather than the formation of an attorney-client relationship, and presents the consent language in a form the TrustedForm certificate will preserve legibly. A conversion-optimised page that buries these is a liability, not an asset.

This section is written for the partner who will have to answer for the program if something goes wrong. It is not legal advice, and your own compliance counsel governs — but a firm buying cases in this tort should be able to answer each of the following about its vendor.

Telephone consumer protection and consent

TCPA litigation is the largest single source of avoidable liability in legal lead generation, and the direction of regulatory travel over recent years has been consistently toward narrower, more specific consent. The practical standard we operate to:

• Consent is captured for the specific firm and the specific purpose, not for an undefined set of 'marketing partners'. A consent record naming a list of unrelated entities is not consent your firm can rely on.
• Certified consent artifacts. Every submission carries a TrustedForm or Jornaya certificate preserving the disclosure language and page state as displayed at submission — independently hosted and verifiable, not a self-reported log.
• No pre-checked boxes, no buried disclosure, no consent inferred from continued browsing.
• Do-not-call and litigation-scrub screening before outbound contact.
• Consent artifacts are delivered with the file and belong to your firm, so your evidence of consent does not depend on a vendor's continued cooperation or continued existence.
• No re-contact of stale records, which is the most common origin of TCPA exposure in this industry.

Health information handling

Marketing agencies are not typically covered entities, but this tort involves collecting sensitive information about minors' mental health at scale, and the standard that matters is the one a court or a bar would find reasonable rather than the minimum a statute requires.

• Health information is collected only where it is needed for qualification, and only what is needed.
• Data is encrypted in transit and at rest, with role-based access limited to the specialists working the file.
• Nothing containing protected health information is transmitted by unencrypted email at any point.
• Records authorizations are drafted for behavioral health specifically, addressing psychotherapy notes, 42 CFR Part 2 substance use records, and state minor-consent variation.
• Retention and deletion policies are defined in the engagement, including what happens to claimant data when the engagement ends.
• Analytics and advertising pixels are configured so that health-related information is never transmitted to advertising platforms — a failure mode that has produced significant regulatory exposure for healthcare advertisers and applies with equal force here.

Bar rules and the unauthorized practice line

• No fee sharing with non-lawyers. Our compensation is a fee for marketing and intake services at a defined price, not a share of any recovery. This is the structural distinction between a permissible vendor arrangement and an impermissible one, and it is worth confirming in writing with any vendor.
• No legal advice during intake. Specialists screen against criteria your firm defines. They do not evaluate the merits of a claim, estimate value, or advise on legal options, and they are trained on where that line sits.
• Your firm is counsel from the first contact. The claimant is told which firm they are being connected with, and the retainer is executed on your paper naming your firm.
• Advertising identification and disclaimers on every asset, built to the strictest rule in your operating footprint.
• Solicitation rules respected. No in-person or real-time contact that would run afoul of solicitation restrictions in jurisdictions that impose them.
• Records that support your own compliance obligations — origination, consent, and communication records are delivered with the file so your firm can satisfy its own recordkeeping requirements.

State lead-generation statutes

A growing number of states now regulate legal lead generation and consumer consent directly, with requirements that vary on disclosure, consent specificity, and in some cases registration. This is a moving area and it moves faster than most compliance programs update. Our operating approach is to build to the most restrictive applicable requirement across the states a campaign runs in, rather than maintaining state-by-state creative variants that inevitably fall out of sync.

What we will not do, regardless of who asks

We do not buy or run purchased consumer data lists as mass tort leads, sell the same claimant to multiple firms, use ad targeting built on inferred health conditions, contact claimants on stale or unverifiable consent, compensate clinicians for referrals, or take a percentage of any recovery. Several of these are routinely offered in this market and each of them transfers risk onto the firm that buys the case.

The default approach — advertise in the biggest states — is not wrong so much as incomplete. Five variables interact, and the right footprint for one firm is frequently wrong for another with an identical case list.

Variable one: your licensure and referral structure

The first constraint is where your firm can actually take a case. Firms operating nationally through co-counsel relationships have a different footprint from firms handling files directly, and the economics differ too — a case acquired in a state where you must refer out carries a different value than one you keep. We scope acquisition against the states you can serve directly, the states where you have working referral arrangements, and the states you should not be advertising in at all. That last list is usually longer than firms expect.

Variable two: the federal-versus-California routing question

Most claimants outside California route to the federal MDL in the Northern District of California. California claimants may instead land in JCCP 5255 before Judge Kuhl in Los Angeles — the proceeding that has produced every headline verdict in this litigation so far. Firms with a clear preference between the two tracks should be weighting geography accordingly rather than discovering the routing after acquisition. California acquisition is also the most expensive per case in this tort, both because media costs more there and because more firms compete for it.

The practical routing point

If your firm has a specific reason to want cases in the California coordinated proceeding — existing JCCP relationships, co-counsel arrangements, or a view about the state track's pace — that is a deliberate acquisition strategy with a real price premium attached, and it should be priced and planned as one. If you have no such preference, restricting to California raises your cost per case for no corresponding benefit.

Variable three: limitations and tolling variation

Limitations periods for personal injury claims vary meaningfully across states, and the doctrines layered on top of them vary more. Minority tolling is near-universal but not uniform in its operation. Discovery-rule application differs substantially in how readily courts find that a claimant should have known of the connection between an injury and a product. Some states impose additional procedural requirements on claims involving minors.

The campaign consequence is that the eligible claimant pool is not simply proportional to population. A state with a longer effective reach after tolling yields more eligible claimants per capita than a shorter one, and a campaign weighted purely by population will systematically overspend in states where a larger share of responders turn out to be time-barred.

Variable four: media efficiency, which does not track population

Cost per qualified claimant varies widely across markets in ways that have little to do with how many people live there. Media auction density, the local competitive field of firms advertising the tort, regional differences in willingness to engage with mental health subject matter, and mental health service density — which affects how many potential claimants have a documented diagnosis at all — all move the number.

The consistent finding across programs we run is that mid-sized markets frequently outperform the largest ones on cost per signed retainer, because the largest markets attract the heaviest competition. A footprint built from the top six states by population is rarely the cheapest footprint available.

Variable five: state advertising and lead-generation rules

State bar advertising rules differ on required disclaimers, filing and pre-approval obligations, and restrictions on specific claim language. Separately, a growing number of states now regulate consumer lead generation directly, with requirements on consent specificity and disclosure that go beyond the federal baseline. This area moves faster than most compliance programs update.

Our approach is to build creative to the strictest applicable rule across the entire footprint rather than maintaining per-state variants. Fourteen slightly different creative sets is a compliance liability disguised as diligence — they fall out of sync, and the one that falls out of sync is the one that gets screenshotted.

How we actually set a footprint

1. 01Start from where your firm can serve a case directly or through an existing, working referral relationship — not from a population ranking.
2. 02Apply your routing preference between the federal MDL and the California proceeding, and price the California premium explicitly if you want it.
3. 03Weight the remaining states by eligible-pool density after tolling considerations rather than by raw population.
4. 04Test media efficiency across a wider initial footprint than the final one, then concentrate spend where cost per signed retainer actually lands — this is an empirical question and every firm's answer differs.
5. 05Build creative to the strictest rule in the resulting footprint, and re-check when the footprint changes.
6. 06Revisit quarterly, because both the competitive field and the litigation posture move.

The most common geographic mistake

Launching nationally on day one. A national footprint on a new tort spreads spend too thin to learn anything about where the cost per signed retainer is actually good, and it generates cases in states the firm has no plan for. Start deliberately narrow, measure, then expand into what the data supports.

The reporting problem in this tort is that the metrics available early are not the metrics that matter, and the metrics that matter are not available for months. A program can look excellent at day 30 on cost per lead and be a disaster at day 180 on cost per surviving case. Building the measurement framework before launch is the only defence.

Metrics that mislead

The metric set we report and recommend

1. Qualification rate

   The share of submissions reaching a qualification call that survive it. In this tort roughly half do not, and that attrition is the product working. A sharp rise in qualification rate usually means screening has loosened, not that traffic has improved.

2. Cost per signed retainer, by tier

   Blended CPSR hides tier drift completely. Reported per tier, it shows immediately whether the severe-tier share is holding or whether the pipeline has quietly resolved into cheap files.

3. Firm rejection rate with reason codes

   What share of delivered files your firm rejects and specifically why. Coded reasons feed back into the screening rubric within the week, so recurring defects are fixed at source rather than argued about monthly.

4. Ninety-day retention

   The share of delivered retainers your firm still holds and is actively working three months on. The single most honest supplier quality metric available, because it captures everything that goes wrong after the invoice.

5. Records retrieval success rate

   The share of accepted files where medical records were successfully obtained within a defined window. Directly measures whether the provider identification and authorization at intake were good enough to be workable.

6. Client reachability at ninety and one hundred eighty days

   The share of the docket that still answers. This is the leading indicator of fact sheet attrition, and it is measurable long before the deadline that makes it expensive.

7. Cost per surviving case

   Total acquisition spend divided by cases that survived review, records retrieval, and remain reachable. The true acquisition cost, available only in arrears, and the number every earlier metric is a proxy for.

The reporting cadence that works

Weekly on volume, qualification rate, and rejection reasons — fast enough to correct screening drift. Monthly on tier mix against target and cost per signed retainer by tier. Quarterly on ninety-day retention, records retrieval success, client reachability, and cost per surviving case. Anything measured only monthly moves too slowly to fix; anything measured weekly that should be quarterly produces noise-chasing.

Attribution in a multi-touch, long-consideration tort

Claimants in this tort rarely convert on first exposure. A parent typically encounters the message several times across weeks — a video in a feed, a search result after a news story, a retargeted ad — before acting on something they have spent years not acting on. Last-click attribution in that environment credits the final search click and systematically undervalues the prospecting media that created the awareness in the first place.

The failure this produces is predictable and expensive: a firm reads its last-click report, concludes that search is carrying the program, shifts budget out of prospecting into search, and watches total volume fall while cost per case rises. The prospecting media was manufacturing the demand that search was harvesting.

• Measure prospecting channels on their contribution to total program volume and blended cost per signed retainer, not on their own last-click conversions.
• Hold budget flexibility to lean into litigation news windows, when research-tier query volume spikes with intent already attached.
• Use incrementality testing — geographic holdouts or planned pauses — rather than platform-reported attribution, which every platform grades generously in its own favour.
• Track time from first touch to submission so the consideration window is a known quantity rather than an assumption, and set attribution windows against the real number.

A mass tort docket is a leveraged, illiquid, long-duration position. Firms that model only the acquisition line consistently underestimate the total commitment by a wide margin, and in a tort with a multi-year runway that gap compounds. The costs below are the ones that show up after the invoice.

The full cost stack per case

The carrying-cost reality

For planning purposes, assume that the acquisition price is roughly half to two-thirds of what a case will cost you before resolution, and that the money goes out years before any comes back. A firm that can fund acquisition but cannot fund three years of records retrieval, case management, and fact sheet compliance on the same inventory is building a docket it will end up selling at a discount.

Plaintiff fact sheets are the operational risk nobody budgets for

In every mature MDL, the court imposes a plaintiff fact sheet obligation with hard deadlines and dismissal consequences for non-compliance. In this tort the fact sheets are unusually demanding, because they require detailed platform use history and comprehensive mental health treatment history — precisely the two categories of information that are hardest to extract from a claimant who signed a retainer eighteen months earlier and has since stopped answering the phone.

This is where dockets quietly bleed. A firm with 480 cases and no systematic client-contact discipline will find, at fact sheet time, that a meaningful percentage of its inventory has gone dark. Those cases are dismissed, and the acquisition cost is simply lost.

• Maintain deliberate client contact from signature onward rather than going quiet after intake — a quarterly touch is the minimum that keeps a file reachable.
• Capture the fact-sheet-relevant information at intake, while the claimant is engaged, instead of chasing it under deadline pressure later. Our packet is built around this: the platform use history and provider list exist precisely because they are what the fact sheet will demand.
• Track reachability as an operational metric with the same seriousness as case count, because an unreachable case is not an asset.
• Escalate early on non-responders rather than at the deadline, when there is still time to re-engage them.

Capital timing and funding

The cash flow profile is unforgiving: acquisition and workup costs are front-loaded across years, and recovery — if it comes — arrives in a lump far downstream. Firms fund this from operating cash, from a line of credit, or from litigation finance, and each choice changes the acquisition strategy that makes sense.

• Operating cash favours a steady, moderate ramp that the firm's ongoing revenue can absorb without straining working capital.
• Credit facility favours a defined acquisition window sized against the facility rather than an open-ended program.
• Litigation finance typically favours faster, larger acquisition, and funders in this tort increasingly ask for tier documentation and verification protocol detail as a condition of diligence. The packet standard described on this page is built to survive that diligence.

1. 1. Porting a search-heavy budget from a different tort

   A firm takes the channel allocation that worked in talc or Camp Lejeune and applies it here. Paid search exhausts the small high-intent pool in weeks, costs escalate as the firm bids harder against the same queries, and the program is declared unprofitable — when the real problem was that the largest eligible audience was never targeted at all.

2. 2. Intake staffed for throughput instead of for the conversation

   The team is trained to screen a file in six minutes. In this tort that produces qualified claimants who hang up and never call back, and a conversion rate that makes good leads look like bad ones. The data points at the vendor; the cause is on the intake floor.

3. 3. No preservation instruction at the front of the funnel

   Claimants delete accounts between signature and case management, taking the strongest available use evidence with them. By the time a case manager thinks to ask about data exports, the account is gone. This is irreversible and entirely preventable.

4. 4. Generic medical authorizations

   A standard personal injury release is executed at signature, providers return partial records with psychotherapy notes withheld, and a second authorization has to be chased months later from a claimant who has cooled. Weeks of retrieval time are lost per file, multiplied across the docket.

5. 5. Timeline defects discovered after filing

   Files where the diagnosis predates the platform use are not screened out at intake, get filed, and then have to be dismissed — after acquisition cost, records cost, and filing cost have all been spent. This single defect accounts for a large share of the wasted spend we see in firms' prior-vendor inventories.

6. 6. Tier drift going unmeasured

   A blended mix is agreed and the delivered inventory quietly resolves into the cheapest tier over several months. Nobody notices until the docket is reviewed for settlement posture and turns out to have almost no severity anchors. The remedy is measurement, and it has to be contractual.

7. 7. Fact sheet non-compliance

   The firm goes quiet on clients after signature. At fact sheet deadline, a significant share of the inventory is unreachable, those cases are dismissed, and their full acquisition cost is written off. This is the most expensive failure on this list and the most common.

8. 8. Compliance shortcuts taken by the vendor, absorbed by the firm

   Purchased data lists, uncertified consent, shared leads resold as exclusive, or targeting built on inferred health conditions. The vendor captures the margin; the firm's name is on the retainer when the demand letter or the bar inquiry arrives.

9. 9. Buying volume the firm cannot carry

   Acquisition is funded, carrying cost is not. Cases sit unworked, records go unrequested, clients go unreached, and the docket degrades. The firm ends up selling inventory at a discount to a firm that can work it — which is a real market, and not one you want to be on the selling side of.

The pattern underneath all nine

Eight of the nine failures above are operational rather than promotional. The campaign is almost never the thing that broke. This is why our scoping conversation spends more time on your intake staffing, records capacity, and client-contact discipline than on creative — if those are not in place, better media just produces a more expensive version of the same outcome.

Days 1–14: scoping and build

• Define case criteria precisely — platforms, age windows, diagnosis list, documentation threshold, tier mix, and geography. Ambiguity here produces rejections later.
• Agree the tier mix target and the rejection and replacement standard in writing.
• Collect your conflict identifier list and configure the screening step against it.
• Confirm delivery integration — encrypted portal or direct API into your case management system.
• Build and submit creative for platform review, and complete any bar pre-approval or filing your jurisdiction requires.
• Configure consent capture, certification, and the artifact chain end to end, and test it with live submissions before spend begins.

Days 15–45: controlled launch

• Launch at deliberately limited volume across a narrow channel set — this window is for validating the file standard, not for scale.
• Deliver the first files and hold a structured review of every one against the agreed criteria, with your case managers in the room rather than only your marketing contact.
• Code every rejection and feed the reasons back into the screening rubric within the week.
• Verify records retrieval is actually working on delivered files before increasing volume — this is the checkpoint most programs skip and most regret.
• Confirm the packet contains everything your case managers need, and adjust the deliverable if it does not.

Days 46–90: ramp against capacity

• Increase volume only where records retrieval and case management are keeping pace. Capacity governs, not budget.
• Expand the channel set into the placements the controlled launch validated, and retire what did not perform.
• Begin tier mix reporting against target, with variance discussed monthly rather than reported quietly.
• Establish the client-contact cadence that will keep the docket reachable at fact sheet time — this starts now, not at the deadline.
• Review blended cost per signed retainer against the model built at scoping and reconcile the difference honestly, in both directions.

The 90-day decision point

At day 90 you should be able to answer four questions with data rather than impression: what did a signed case actually cost, what share of delivered files survived your review, are records coming back on the files you accepted, and can your case management operation absorb the next increment. If any answer is unclear at 90 days, the program is not ready to scale regardless of how the cost per case looks.

Steady state

Beyond 90 days the program becomes a maintenance discipline rather than a build: monthly tier mix and rejection reporting, quarterly channel reallocation, creative refresh before fatigue rather than after, budget flexibility held back for litigation news windows, and continuous attention to client reachability. Volume moves up or down month to month against docket capacity and litigation posture — there is no reason for a mass tort program to run at a fixed budget when the litigation it depends on does not run at a fixed pace.

When we tell firms not to buy retainers

If your firm already runs a disciplined intake operation — genuine sub-five-minute response, an eight-plus attempt cadence, specialists trained for long emotional screening calls, and documented conversion above ten percent on comparable torts — you will beat our retainer price by buying exclusive leads and converting them yourself. We will say so on the call and quote you the managed campaign instead. Selling a firm a product that costs it more than the alternative is a way to lose a client in eighteen months.

When building in-house is the right answer

Firms committing to mass tort as a long-term practice line, across multiple torts, over many years, should eventually own their acquisition. The economics at scale are better, the institutional learning compounds, and it removes vendor dependency from a core function. What it requires is real: media buying capability, creative production, compliance infrastructure, an intake floor, and the patience to be worse at it than a specialist agency for the first year. The hybrid most large plaintiff firms end up at — in-house media on the torts they run continuously, purchased retainers to move fast on new ones — is a sound structure and we support it directly.

The blended approach most firms land on

Buy signed retainers to enter a tort quickly and validate the economics without a buildout. Shift to a managed campaign once volume justifies owning the media and the pixel data. Bring the highest-volume, most durable torts fully in-house over time. This sequencing lets a firm move at the speed a new litigation demands without permanently outsourcing a function that should eventually be its own.

Signed retainer

An executed representation agreement between a screened, qualified claimant and a specific law firm, delivered with its supporting evidentiary packet. Distinct from a lead, which is contact information only. The distinguishing question is whether the claimant is already the firm's client at the moment of delivery.

Cost per signed retainer (CPSR)

Total acquisition spend divided by the number of executed retainers produced. The only acquisition metric that permits honest comparison between vendors and channels, because it is indifferent to how many leads, calls, or impressions were consumed getting there.

Cost per signed case

CPSR plus the fully loaded internal labour cost of converting whatever was purchased. For a firm buying leads, this is the number that matters and it is always materially higher than the lead price. Comparing a lead price to a retainer price without this adjustment is the most common analytical error in this market.

Exclusive lead

A claimant contact delivered to exactly one firm and never resold, syndicated, re-marketed, or re-contacted for another client. Widely claimed, less widely honoured; the meaningful test is whether the vendor will commit to it in writing and whether they also operate a referral desk of their own.

Shared lead

A claimant contact sold simultaneously to several firms, who then compete to reach the person first. Rarely defensible in mass tort and actively harmful in this one, where the claimant is being asked to discuss a child's mental health crisis with whoever dials fastest.

Live transfer

A pre-screened claimant warm-transferred by phone to a firm's intake team while still engaged. Conversion risk is shared: the vendor qualifies, the firm closes. Only valuable when delivered inside the firm's real operating capacity — a transfer into voicemail destroys the moment it was meant to capture.

Severity tier

A file's classification by documented injury severity, from wrongful death through inpatient hospitalization and documented severe treatment to documented outpatient diagnosis. Drives price, sourcing difficulty, and the docket's negotiating posture. Assignments should be auditable against the specific documents that produced them.

Tier drift

The gradual resolution of an agreed blended severity mix into the cheapest tier, because cheap files are easiest to source. The most common quiet breach in mass tort supply, and invisible without contractual mix targets and monthly variance reporting.

TrustedForm / Jornaya certificate

An independently hosted, third-party-verifiable record of a form submission preserving the exact disclosure language and page state the claimant saw at the moment of submission. The evidentiary difference between having consent and asserting consent. A screenshot of a database field is not one of these.

MDL (multidistrict litigation)

A federal procedure consolidating civil actions sharing common factual questions before a single district judge for coordinated pretrial proceedings. Here, MDL 3047 before Judge Yvonne Gonzalez Rogers in the Northern District of California.

JCCP

Judicial Council Coordination Proceeding — California's state-court analogue to an MDL. JCCP 5255 (Social Media Cases) sits before Judge Carolyn Kuhl in Los Angeles County Superior Court and has produced every headline verdict in this litigation so far.

Bellwether trial

A representative case tried early to give both sides information about how juries respond to the evidence, informing settlement valuation across the remaining inventory. K.G.M. was the first tried in this litigation.

Plaintiff fact sheet (PFS)

A court-ordered questionnaire each plaintiff must complete, with hard deadlines and dismissal consequences for non-compliance. Unusually demanding in this tort because it requires detailed platform use and mental health treatment history. The single largest source of preventable docket attrition.

Common benefit assessment

A court-ordered percentage set aside from recoveries to compensate leadership counsel for work benefiting all plaintiffs. A real line in any docket economic model and frequently omitted from firms' projections.

Section 230

47 U.S.C. § 230, which shields interactive computer services from liability for third-party content. Central here because plaintiffs plead product design defect rather than content liability — and because the Ninth Circuit held on August 10, 2026 that it operates as a defense to liability rather than an immunity from suit, which is why the pending inventory proceeds rather than being resolved on interlocutory appeal.

Design defect

A product liability theory alleging a product's design was unreasonably dangerous as designed, independent of any manufacturing flaw or warning failure. The core theory in this litigation, directed at engagement-maximizing features rather than at user content.

Guardian ad litem / next friend

An adult authorized to bring an action on behalf of a minor. Determines who validly signs a retainer where the claimant has not reached majority, and a question distinct from who may authorize medical record release.

Minority tolling

The suspension of a limitations period while the injured party is a minor, so the clock generally runs from the age of majority. State-specific, and the doctrine that keeps a large population of claimants injured between roughly 2012 and 2022 within reach.

Discovery rule

A doctrine starting the limitations clock when a claimant knew or reasonably should have known of the connection between their injury and the defendant's conduct, rather than at the injury. Carries unusual weight here because public awareness of the alleged connection is recent.

42 CFR Part 2

Federal regulations governing the confidentiality of substance use disorder treatment records, stricter than HIPAA and requiring their own consent language. Relevant in this tort because adolescent mental health crisis and substance use frequently co-occur.

Psychotherapy notes

A category of mental health record separately protected under HIPAA, generally requiring a specific standalone authorization. A generic personal injury release commonly returns records with this material withheld.

Platform data export

A self-service download of a user's own account data, including creation date and login history. The strongest available proof of platform use — and irretrievable once the account is deleted, which is why preservation instruction belongs at intake rather than at case management.

Speed to lead

Elapsed time between a claimant's submission and the first outbound contact attempt. The most reliable single predictor of conversion, and decisive in this tort because the resolve that produced the submission rarely survives twenty-four hours.

Ninety-day retention

The share of delivered retainers a firm still holds and is actively working three months after delivery. The one supplier quality metric that resists gaming, and the number to ask any vendor for before signing anything.

Adjacent litigation we run campaigns for

Deeper reading on this litigation

How we work

How the litigation facts on this page were compiled

Case counts come from Judicial Panel on Multidistrict Litigation statistics reporting. Court events — verdicts, rulings, settlements, and trial dates — are taken from contemporaneous reporting by national news organisations and from public docket coverage, and each was required to appear in at least two independent sources before being stated here. Where a figure could not be corroborated twice, it was left out rather than hedged.

Pricing figures are our own published bands, current as of August 2026, and are stated in the same numbers used in this page's structured data. Conversion rates, intake benchmarks, and cost-stack ranges are drawn from programs we operate and are presented as indicative planning figures rather than as guarantees — your results depend on your criteria, your intake operation, and your market.

Freshness commitment

This litigation is moving quickly, and a stale page in a fast-moving tort is worse than no page at all. Litigation status on this page is reviewed monthly and updated whenever a material court event occurs. The status band and the timeline both carry the date they were last verified, so a reader can tell at a glance whether they are looking at current information rather than having to guess.

Disclaimers

• This is attorney marketing material directed at law firms, not at claimants. Mass Tort Marketing Agency is a marketing and intake services company. We are not a law firm, we do not provide legal advice, and we do not represent claimants.
• Nothing here predicts an outcome. Meta's appeal of the K.G.M. verdict is pending, the federal personal injury inventory has not been tried, and no global settlement exists. Past verdicts do not indicate what any future case will produce.
• Statute of limitations screening is a marketing filter, not a legal opinion. Our screen flags the governing state and the doctrine applied and date-stamps the result. Your firm's own limitations analysis governs.
• Case counts and procedural posture are compiled for law firm campaign planning and are accurate as of the dates stated. Dockets move.
• Pricing is indicative and scoped per engagement. Final pricing depends on criteria, tier mix, geography, volume, and exclusivity terms.