What we found
The Federal Trade Commission published a press release dated Sept. 3, 2026 extending by seven days the public comment period on its proposed enforcement policy statement regarding personalized pricing, moving the deadline to Sept. 25, 2026. The release describes personalized pricing as the use of personal data to set prices according to the amount a company believes an individual consumer is willing to spend. The same release states that the FTC "will never demand money, make threats, tell you to transfer money, or promise you a prize." It directs the public to consumer.ftc.gov for consumer information and to ReportFraud.ftc.gov to report fraud, scams and bad business practices. Our harvested material contains no report of any person being contacted, no complaint or loss figures, and no description of anyone impersonating the agency around this comment period. The one repeatable habit: when a message says it comes from a government agency, do not use the link or number it supplied — type the agency's own address into your browser yourself and start over there. We do not know how any impersonator using this topic would make contact, because the harvested page describes only what the agency itself says it will never do. LIVEFRAUD ALERTS is independent and is not affiliated with or endorsed by the Federal Trade Commission, and this alert was assembled from the single official page listed above and nothing else.
- Only one harvested row, and it is a routine procedural notice rather than a fraud advisory.
- No incident reports, complaint counts, loss amounts or contact methods appear anywhere in the harvested text.
- The fraud-relevant content is limited to the agency's standing boilerplate about what it never does.
- Reviewed by 2 models from independent houses.
THE RULE
Low as harvested: this is an agency deadline notice, not a report of active fraud, and the only fraud content is the FTC's standing note that it never demands money or promises prizes.
What we don’t know
- Whether anyone has been contacted by someone impersonating the FTC in connection with this comment period
- How any such contact would arrive — call, text, email or otherwise
- How many people, if any, have been affected, and any amounts involved
- Whether any payment method or transfer channel is being requested
The bench — who voted
2 INDEPENDENT AI MODELS REVIEWED THIS. ALL 2: LOW RISK.
The card names a count. Here are the seats behind it, with what each one said.
GROQopenai/gpt-oss-120b · LOW
Raised no objection; read the evidence as holds.
OPENROUTERopenrouter/free · LOW
The alert correctly states what the harvested press release says and accurately notes the absence of reported scam activity, complaints, loss figures, or impersonation details; this is within the evidence and not stretched. However, the framing that a single procedural press release 'rests on' a scam pattern is somewhat weak: the release contains no actual fraud report, so the 'one repeatable habit' guidance, while reasonable, is offered in the absence of a demonstrated impersonator using this comment period, which the stated unknowns clearly acknowledge. The finding does not fabricate claims beyond the evidence, but it leans toward presenting a generic consumer-safety habit as if it directly addresses the named topic without on-the-ground evidence of misuse.
DISSENT, PRESERVEDEven though the finding is technically accurate and avoids overstatement, readers may be misled into thinking this specific comment period is an active impersonation target, when in fact the harvested page contains no report of any scam at all. The alert would be clearer and more honest if it explicitly stated that no impersonation activity has been observed and that the safety habit is provided as precaution, not in response to observed abuse of this particular FTC proceeding.
Reviewed by 2 independent models; all found the finding carried by the evidence.
▼ Protocol & challenge record
Objection (high): Product-to-source mismatch: this is a fraud alert built on a source containing zero fraud. The harvested row is a procedural deadline extension for a rulemaking-adjacent comment period. Nothing in it reports, warns of, or even alludes to an impersonation scheme. Publishing it under a 'LIVEFRAUD ALERTS' banner with 'ATTENTION: EVERYONE' manufactures a threat frame the evidence does not support. The correct output here is non-publication, not a low-confidence alert. Every mitigation in the draft (limitation sentences, low confidence, disclaimer) is downstream of a decision that should not have been made.
Not resolved — preserved on the record.
Objection (high): The watch_icons ['bank','link','person'] are unsourced threat inferences and contradict the draft's own reasoning. The desk dropped the share directive under §11 Rule 2 because naming a group implies that group is targeted. The same logic bites harder here: a bank icon implies money movement, a link icon implies malicious URLs, a person icon implies impersonation. The harvested page evidences none of these. The draft explicitly says 'We do not know how any impersonator using this topic would make contact' and then ships three icons asserting contact channels. Drop all three or the limitation sentence is false on its face.
Resolved: Resolvable only by deletion. There is no edit to the icon set short of removing all three that is consistent with the draft's stated limitations.
Objection (medium): Boilerplate is presented as if it were an advisory. 'The FTC will never demand money, make threats, tell you to transfer money, or promise you a prize' is the standard footer appended to essentially every FTC press release. The claim line calls it a 'standing notice' and the evidence limitation notes it is boilerplate, but the finding body — the part a reader actually sees — presents it as 'The same release states,' which reads as the FTC saying something in connection with personalized pricing. Label it in the finding as the agency's standard footer, or a reader will infer the FTC issued a warning tied to this topic.
Resolved: Partially pre-empted: the evidence-row limitation already calls the material 'a procedural press release with boilerplate.' Fix is small — carry that word into the finding body so the reader, not just the audit trail, sees it.
Objection (medium): Date currency. The source is dated 2026-09-03 and the deadline it announces is 2026-09-25. The finding states the deadline in the present tense with no statement of whether it has already passed at time of publication. If this is being issued after Sept. 25, 2026, the alert's only substantive fact is stale and the reader is pointed at a closed docket. The draft must either state the harvest/publication date relative to the deadline or note that the deadline may have elapsed.
Not resolved — preserved on the record.
Objection (medium): Topical contamination. The personalized-pricing definition sentence ('use of personal data to set prices according to the amount a company believes an individual consumer is willing to spend') is accurate to source but serves no fraud-alert function. Placed inside a fraud alert, it invites the reader to infer that personalized pricing is itself a scam or is being used by scammers. Neither is in evidence. Either cut it or add an explicit note that this is a lawful business practice under policy review, not alleged fraud.
Not resolved — preserved on the record.
Objection (medium): The 'one repeatable habit' sentence is unsourced and presupposes a live vector. 'When a message says it comes from a government agency, do not use the link or number it supplied' is generic hygiene, fine in the abstract, but its placement asserts by implication that such messages are circulating in connection with this topic. It carries no row_id and is flagged 'advice,' yet it is the operative call to action. If the desk keeps it, it should be explicitly framed as general practice unconnected to this release.
Resolved: Partially pre-empted by the adjacent limitation sentence ('We do not know how any impersonator using this topic would make contact'), which immediately follows and blunts the implication. Residual risk is ordering: the advice lands before the caveat.
Objection (medium): callout_options and directive_options contain junk output: 'ATTENTION: REFERS', 'Send this to any refer you know', 'Forward this to the refers in your life.' 'Refer' is not an audience — this looks like a lemmatization/tokenization artifact leaking into reader-facing candidate strings. Also 'ATTENTION: ANYONE TOLD TO TRANSFER MONEY' presupposes that someone was told to transfer money, which is precisely what the draft concedes is unknown. These candidate sets should be regenerated or the offending options removed before any human selection step touches them.
Not resolved — preserved on the record.
Objection (low): Source hygiene: the harvested URL is 'https://ftc.gov/...' without the canonical 'www.' host. Minor, but an alert whose sole advice is 'type the agency's own address yourself' should model exact canonical URLs. Also, the advice tells readers to type the agency's address but the finding never gives ftc.gov as the address to type — it gives only consumer.ftc.gov and ReportFraud.ftc.gov.
Resolved: Cosmetic; resolvable by normalizing the host to www.ftc.gov and naming ftc.gov explicitly in the advice sentence.
Objection (low): Single-source dependency with no corroboration attempt recorded. One row, one page, no negative-search note (e.g., 'no FTC consumer alert or impersonation advisory found for this period'). The confidence_reasons explain that the source is thin but do not state whether corroborating fraud reporting was sought and not found, versus never sought. Those are different epistemic positions and the reader cannot tell which one applies.
Not resolved — preserved on the record.
Preserved dissent
ON THE RECORDI do not think this should be published in any form. The harvested source is an administrative notice extending a comment deadline by seven days. It contains no fraud, no victim, no vector, no loss, and no impersonation. The only 'fraud content' is a footer that appears on every FTC press release ever issued. Dressing this up as an alert to 'EVERYONE,' attaching bank, link and person icons, and appending scam-avoidance advice creates a threat impression out of nothing. The disclaimers and the low-confidence label do not cure this; they document that the desk knew it had nothing and shipped anyway. Alerts issued on empty sources train readers to discount the ones that matter. Log it and move on.
ON THE RECORDIf it is published over my objection, the watch_icons must be stripped entirely. Shipping a bank icon and a link icon alongside the sentence 'We do not know how any impersonator using this topic would make contact' is a direct self-contradiction in the same artifact, and the icons are what a scrolling reader actually absorbs.
ON THE RECORD'ATTENTION: REFERS' and 'Send this to any refer you know' should be treated as a pipeline defect, not a style choice. Something upstream is emitting non-words into reader-facing copy candidates, and that is worth a bug report independent of this item.
The sources
Official sourceFTC Extends Public Comment on Proposed Policy Statement Regarding Personalized Pricing2026-09-03
The FTC extended its personalized pricing comment deadline to Sept. 25, 2026, and restated that it will never demand money, make threats, tell you to transfer money, or promise you a prize.
Authority: official. Retrieved 2026-09-05.
Limitation: A procedural press release with boilerplate; it reports no scam, no victims, no contact method and no losses.
Open the original source →Other checks
Published under standing founder pass (A9) — every claim source-mapped by the machine.
▼ What the machine checked
- ✓ Not a community submission.
- ✗ Draws on an FTC enforcement release, which names a defendant: "FTC Extends Public Comment on Proposed Policy Statement Regarding Personalized P".
- ✓ All 4 material sentence(s) map to FTC.
- ✗ openrouter raised 1 objection(s); openrouter recorded dissent — published on the receipt, not blocking (A9 amendment).
- ✓ No audience band is set.
No human affirmed these. They were verified by the classifier described in Amendment A9, on 2026-09-05.
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Not affiliated with any government agency, credit bureau, bank, platform, or law-enforcement agency. Informational only — not legal or financial advice.
Naming a source is not an endorsement, and being named here is not an accusation against any company.
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