What we found
The FTC's consumer alerts page warns people searching online for a substance use disorder clinic to scroll past paid ads before clicking. According to that alert, some dishonest businesses used paid search results to steer people into contacting their own clinics rather than the clinic the person was actually looking for. The alert frames this as behaviour described in a recent FTC case, and presents the typical path as someone searching the name of a clinic in their own town and being routed elsewhere. The harvested text does not state how many people were affected, how much money changed hands, or which businesses or search platforms were involved. If you are searching for treatment, look past the sponsored results and reach the clinic through a phone number or address you already have, or one you confirm directly with the clinic itself. Treat any intake line that will not confirm the clinic name and physical location you searched for as a reason to hang up and re-check.
- Single source, but it is an official FTC consumer alert describing behaviour from an FTC case.
- The harvested body text is truncated mid-example, so the full mechanics and outcome of the case are not present.
- No corroborating press or community reports were harvested, and no case name, respondent, or figures are available in the row.
- Reviewed by 4 models, 3 from independent houses.
THE RULE
Moderate — an official alert documents the tactic, but scope, operators and current activity are not established in the harvested material.
What we don’t know
- Which businesses or clinic networks were the subject of the FTC case, and whether any are still operating.
- How many consumers were affected and what financial or treatment harm resulted.
- Which search platforms carried the paid placements and whether the ads have since been removed.
- Whether the ads used the searched clinic's name in ad text, keywords, or both.
- Geographic scope, and the current status or outcome of the FTC case.
The bench — who voted
4 INDEPENDENT AI MODELS REVIEWED THIS. ALL 4: HIGH RISK.
The card names a count. Here are the seats behind it, with what each one said.
ANTHROPICclaude-opus-5 · HIGH
The finding asserts a specific 'typical path' — someone searching the name of a clinic in their own town and being routed elsewhere — but the single evidence row explicitly notes the harvested excerpt 'cuts off partway through the example.' The town-level/local detail and the shape of the example are therefore not carried by the text on hand; they read as reconstruction of a truncated passage.
DISSENT, PRESERVEDThe core proposition — that paid search placements have been used to divert people seeking a particular treatment clinic to a different one — is squarely supported and should not be softened. My objection is to the added specificity, not the substance.
DISSENT, PRESERVEDOn real-world risk I would grade this high regardless of the panel's view. People searching for substance use disorder treatment are often in acute crisis, frequently acting on a single phone call, and the downstream harms of being routed to an undisclosed third party include delayed care, insurance and patient-brokering exploitation, and relapse. The generic advice — scroll past sponsored results, use a number you already have or confirm independently, hang up if the intake line will not confirm the clinic name and street address — is safe and actionable even where the source detail is thin, and is worth publishing on its own merits.
DISSENT, PRESERVEDThe alert should not be published in a form that implies an identified enforcement action against named businesses. Readers may conclude the specific clinics they find are the ones the FTC acted against; the evidence supports no such link.
GOOGLEgemini-flash-latest · HIGH
The evidence excerpt specifies that businesses used paid search to intercept people looking for 'clinics', but does not explicitly mention 'substance use disorder' treatment or a search for a clinic 'in their own town'.
GROQopenai/gpt-oss-120b · HIGH
The FTC alert excerpt confirms dishonest businesses used paid search to mislead, but the finding adds specific advice to scroll past ads, mentions a recent FTC case, and describes a typical search path, none of which are explicitly present in the provided evidence.
OPENROUTERopenrouter/free · HIGH
The finding states the FTC alert warns people to 'scroll past paid ads before clicking' and describes a 'typical path' of searching a clinic in their own town, but the evidence excerpt contains neither the warning language nor the typical-path example.
DISSENT, PRESERVEDThe core claim—that paid search ads have been used to divert patients seeking a specific SUD clinic—is supported by the evidence, but the published finding should not present illustrative details or advice as if they came from the alert.
Reviewed by 4 independent models; all judged the finding to go beyond the evidence.
▼ Protocol & challenge record
Objection (high): Finding sentence 3 asserts the alert "presents the typical path as someone searching the name of a clinic in their own town and being routed elsewhere." The harvested text ends at "So you search online using the name of a clinic in your town." The example is truncated exactly before the outcome. "And being routed elsewhere" is the draft's own completion of a sentence the harvest does not contain — and it is the single most load-bearing element of the claim (the interception). The draft simultaneously admits truncation in confidence_reasons and then supplies the missing content as if sourced. Either cut the clause or mark it as inference, not as what the alert "presents."
Resolved: Unresolved as drafted. Proposed fix: rewrite finding sentence 3 to "The alert attributes the tactic to a recent FTC case and begins an example in which someone searches the name of a clinic in their own town; the harvested excerpt ends there, before the outcome." Drop "and being routed elsewhere" entirely, and move the interception step to unknowns or mark it inferred from the alert's headline and lede.
Objection (high): Date currency/plausibility is unaudited. The row is stamped pub 2026-07-20 with a matching /2026/07/ URL path. If the harvest clock is earlier than that date, the row is impossible and the entire check rests on a mis-dated or fabricated artifact. Nothing in the draft records that the publication date was checked against the harvest timestamp, and there is no second row to triangulate. This should be an explicit gate before the check ships, not an unstated assumption.
Resolved: Unresolved. Requires a mechanical check: compare row pub date to harvest timestamp and confirm the URL resolves on consumer.ftc.gov. If the date is in the future relative to harvest, void the check.
Objection (medium): Entity mismatch between claim and source. The claim says "used by some clinics." The source says "some dishonest businesses ... trick people into contacting their clinics." Those are not the same actor class: in the recurring FTC pattern in this sector, the advertiser is typically a lead generator, marketing affiliate, or call-center operator monetising intake, not the treatment facility itself. "Their clinics" is ambiguous between ownership and commercial referral relationship. The claim should say "businesses" or "marketers and clinics" unless the row establishes that the advertiser was the clinic.
Resolved: Fixable by wording: change the claim to "...used by some businesses to intercept..." and add to unknowns whether the advertiser was the treatment provider or a third-party marketer.
Objection (medium): Unexamined alternative explanation: bidding on a competitor's brand name in paid search is a common and generally lawful practice across industries. The wrong that FTC cases in this space typically rest on is not the ad purchase but downstream misrepresentation — ads or intake staff implying affiliation with, or being, the searched provider. The claim as phrased ("used ... to intercept people searching by name") describes conduct that is often legal, and so blurs lawful competitive advertising with deception. The claim needs the deception element attached, or it overreaches the harvested wording ("trick people into contacting their clinics instead of the ones people were searching for").
Resolved: Partly addressable: attach the deception element to the claim (e.g. "to intercept and misdirect people searching by name") and add a line noting that brand-name bidding alone is not inherently unlawful, so the harvested text does not establish which element the FTC treated as deceptive.
Objection (medium): Two finding sentences carry no row_ids and are prescriptive advice, not findings. The second ("Treat any intake line that will not confirm the clinic name and physical location you searched for as a reason to hang up and re-check") is wholly invented and has a false-positive problem: legitimate centralised intake lines, management service organisations, referral hotlines and telehealth providers routinely will not confirm a specific street address on a first call. Advice that generates avoidable hang-ups on legitimate crisis-adjacent intake lines is a real harm vector and should not sit unlabelled alongside sourced material.
Resolved: Fixable: label the two advice sentences explicitly as guidance not drawn from the source, and soften the second to "if an intake line is evasive about which clinic you have reached, end the call and dial a number you confirmed independently" rather than treating non-confirmation of a physical address as a scam signal.
Objection (medium): Source-to-claim provenance stretch. The risk_line says "an official alert documents the tactic." A consumer-education blog post does not document a case; it summarises one. No complaint, consent order, press release, or case number was harvested, and the alert's "here's how it happened" phrasing may be narrating allegations rather than adjudicated findings. "Documents" should be downgraded to "asserts" / "describes," and the allegation-vs-finding distinction should be added to unknowns.
Resolved: Fixable by word choice: replace "documents" with "asserts" in risk_line, and add the allegation-vs-finding unknown.
Objection (low): Tense narrowing. The source says businesses "have used" paid search results — open-ended as to period and continuation. The finding renders this as "used" (closed past) while the claim uses "have been used." The draft is inconsistent with itself and slightly narrower than the source in the finding. Minor, but it interacts with the currency question in the risk line.
Resolved: Fixable: align finding and claim on "have used" / "have been used" and keep the existing currency caveat.
Objection (low): Unknowns list omits two material gaps: (a) whether the advertisers were clinics or third-party lead generators/marketers, and (b) whether the FTC matter is at complaint stage or resolved, i.e. whether the described conduct is alleged or established.
Resolved: Fixable: append the two missing unknowns.
Preserved dissent
ON THE RECORDI do not accept finding sentence 3 as written. The harvested excerpt stops mid-example, immediately before the routing outcome. "And being routed elsewhere" is the draft supplying the missing half of a truncated FTC sentence and then attributing it to the alert. That is precisely the kind of small, plausible, unsourced completion that a check exists to catch. It should be cut, not softened.
ON THE RECORDI think the unverified 2026 publication date is a bigger issue than the draft treats it as. A single-row check whose only source carries a date that may be in the future relative to harvest should not ship at moderate confidence until that date is mechanically confirmed.
ON THE RECORDThe claim says clinics; the source says businesses. The distinction matters in this sector, where the advertising is usually done by intermediaries rather than the facilities, and the draft's substitution quietly relocates the misconduct.
ON THE RECORDI dissent from the invented advice line about hanging up on any intake line that will not confirm a clinic name and physical location. It is unsourced, and in a substance-use-disorder context it plausibly discourages contact with legitimate centralised intake lines. Unsourced advice with a downside should not travel inside a finding.
The sources
Official sourceLooking for a substance use disorder clinic? Scroll past paid ads2026-07-20
An FTC consumer alert states that some dishonest businesses used paid search results to trick people into contacting their clinics instead of the ones people were searching for.
Authority: official. Retrieved 2026-08-15.
Limitation: The harvested excerpt cuts off partway through the example; it names no businesses, gives no counts or dollar amounts, and does not identify the search platforms or the case.
Open the original source →Other checks
Approved by ihubglobalhq on 2026-08-15, after the six-point evidence checklist.
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