What we found
The FTC says it is hearing about a scam targeting farmers, in which scammers pose as farm equipment businesses and sell fake equipment to buyers who end up empty-handed. According to the FTC, it can start with an ad for a tractor on social media at a good price that looks like it comes from a legitimate business, or with an online search that turns up equipment apparently sold by a business the buyer knows and may have bought from before. The FTC says that once contacted, the scammers send a purchase agreement and invoice, typically ask for thousands of dollars — usually by wire transfer — as a deposit or full payment, and schedule a delivery date. The delivery never arrives, and the FTC says the scammer either stops answering or offers another excuse, such as a problem with the delivery truck, leaving the buyer without the money or the equipment. The FTC also notes that the first search results you see may be paid ads, that social media companies do not always vet ads, and that scammers sometimes place ads pretending to be a real business while listing their own contact details. Before sending any deposit on equipment you found in an ad or a search result, stop and reach the seller through contact details you found yourself in the unpaid search results — not the number or email in the ad, the invoice or the purchase agreement. Treat a seller who will only take payment by wire transfer as a reason to walk away. Our harvested material does not say how many farmers reported this, how much money was lost in total, which real equipment businesses were impersonated, or where the affected buyers were located. The FTC advisory does not state whether any of the money sent has been recovered, or whether anyone has been identified or charged. LIVEFRAUD ALERTS is an independent consumer fraud awareness publication and is not affiliated with the FTC or with any business named here.
- The entire finding rests on a single official FTC consumer alert describing the scam mechanics directly.
- The advisory names the contact method, the payment method and the outcome, so no step had to be inferred.
- No figures, case counts or dollar totals are claimed, because the source gives none.
- Reviewed by 3 models, 2 from independent houses.
THE RULE
High-value one-off purchase paid up front by wire transfer to a seller known only through an ad — money is almost impossible to recover once sent.
What we don’t know
- How many farmers have reported this scam to the FTC.
- Total or typical amounts lost per buyer beyond 'thousands of dollars'.
- Which real equipment businesses or brands are being impersonated.
- Which platforms carried the ads, and whether any listings are still live.
- Whether any funds have been recovered or anyone identified.
The bench — who voted
3 INDEPENDENT AI MODELS REVIEWED THIS. 2 OF 3 — ONE MODEL DISSENTED. READ WHY.
The card names a count. Here are the seats behind it, with what each one said.
ANTHROPICclaude-opus-5 · HIGH
The single sourced row covers only the core mechanic (pose as equipment business, advertise online, send purchase agreement/invoice, request thousands usually by wire, never deliver). The finding attributes to the FTC a series of further specifics not present in the evidence text: that it starts with a social-media tractor ad at a good price, that searches surface equipment apparently sold by a business the buyer has dealt with before, that a delivery date is scheduled, that the scammer 'stops answering or offers another excuse, such as a problem with the delivery truck,' that top search results may be paid ads, and that social media companies do not always vet ads. Each of these may well be in the underlying advisory, but on the harvested material as shown they are unsupported attributions.
DISSENT, PRESERVEDThe unknowns section is unusually well done: it names the missing report counts, loss totals, impersonated businesses, platforms, and the absence of any recovery or charging information, and it explicitly disclaims affiliation with the FTC. That candour should not be lost in the overstated verdict, which turns on attributed narrative detail rather than on any misrepresentation of what is known versus unknown.
DISSENT, PRESERVEDI grade the underlying pattern high regardless of the panel's view on sourcing. Wire transfers are effectively irreversible, the sums are four figures or more, and the hook borrows the reputation of a dealer the buyer may genuinely have bought from before, which defeats the ordinary reader's main defence of dealing with familiar names.
DISSENT, PRESERVEDIf the panel publishes, I would either strip the unsourced FTC-attributed detail or add the advisory's own text as a second evidence row. As drafted, a reader who checked the cited basis would find less than the finding promises, which is the kind of gap that damages credibility on a claim that is probably true.
GROQopenai/gpt-oss-120b · HIGH
Finding adds specifics about social media ads, paid search results, verification of contact details, and advice to avoid wire transfers that are not present in the sole evidence row, which only states scammers advertise online, send invoices, request wire transfers and never deliver.
OPENROUTERopenrouter/free · MODERATE
Raised no objection; read the evidence as holds.
Reviewed by 3 independent models: 1 found it carried by the evidence, 2 did not.
▼ Protocol & challenge record
Objection (high): Internal contradiction in targeting. targeting_dropped asserts "no harvested source describes this group," yet the harvested row's opening line is "a scam targeting some of the hardest working people out there: farmers," and the row even contains the phrase "How can you (or your local farmer) avoid these..." The audience_callout ("FARMERS BUYING EQUIPMENT") was kept on that same evidence. Either the callout is unsupported or the share directive was dropped on a false premise. The record should not carry a §11 Rule 2 justification that the source text plainly refutes.
Not resolved — preserved on the record.
Objection (medium): Payment-method advice is under-inclusive relative to the source and could mislead. The row says never send money to anyone who says you can only pay "by wire transfer, gift card, cryptocurrency, or payment app." The draft advice narrows this to wire transfer alone. A reader who applies the draft literally would treat a seller demanding Zelle/CashApp/crypto/gift cards as acceptable. This is a safety-relevant narrowing, not a stylistic cut.
Not resolved — preserved on the record.
Objection (medium): The draft drops the source's two most actionable steps: (a) search the company name plus "scam" or "complaint" before buying, and (b) report impersonation scams at ReportFraud.ftc.gov. Omitting the reporting channel from a consumer fraud alert built entirely on an FTC consumer alert is a substantive gap — the FTC's own call to action is missing.
Not resolved — preserved on the record.
Objection (medium): Claim-line overclaim by de-attribution. The evidence supports only "the FTC is hearing about" a scam — an unquantified consumer-education advisory with no report counts, loss totals, or dates. The claim line states flatly that scammers "are advertising... taking wire-transfer deposits, and never delivering," asserting an ongoing pattern as established fact. The finding body hedges correctly ("The FTC says..."); the claim line does not. Confidence "high" attaches to the fidelity of the retelling, not to the prevalence or verification of the underlying conduct, and the claim line blurs that.
Not resolved — preserved on the record.
Objection (medium): Junk entries in the option sets. callout_options includes "ATTENTION: SCAMMEDS" (garbled, not a group) and "ATTENTION: EVERYONE" (contradicts the evidence-based targeting rule invoked in targeting_dropped). directive_options includes "Send this to any scammer you know," which is nonsense as a consumer directive. These should not appear on a public record as live options.
Not resolved — preserved on the record.
Objection (medium): Source-to-advice stretch on "contact details you found yourself in the unpaid search results." The row says scroll past paid ads to unpaid results "to help confirm you have the right website or contact information" — a confirmation aid, hedged with "help." The draft elevates this to the affirmative safe channel for reaching a seller before wiring money. Organic results can also be poisoned or outranked by lookalike sites; the source's stronger recommendation (independent research on the company name) was the one cut. The advice as written invites false confidence.
Not resolved — preserved on the record.
Objection (low): "Sell fake equipment" is ambiguous and probably a misread of the source's parenthetical "(fake) equipment." The scam is that the equipment does not exist / the seller is not real — not that counterfeit tractors are shipped. "Nonexistent equipment" or "equipment that never existed" is the accurate rendering.
Resolved: Cosmetic fix available without new evidence — replace "fake equipment" with "equipment that never existed," which the row's "the delivery never comes" and "never a legit business" support directly.
Objection (low): Date currency is not surfaced to the reader. The alert is dated 2026-09-15; the finding never says when the FTC published it, so a reader cannot judge freshness. Separately, the publication date should be sanity-checked against the actual current date before release — a source dated in the future or long past changes how this should be framed.
Not resolved — preserved on the record.
Objection (low): Minor entity/detail extrapolation: the source refers only to "contact info"; the draft specifies "the number or email in the ad," and watch_icons includes "email." The source mentions no email channel at all. Low harm, but it is detail not in evidence.
Not resolved — preserved on the record.
Objection (low): Single-source dependency. Every substantive sentence traces to one row. The confidence_reasons acknowledge this but then treat it as a strength ("rests on a single official FTC consumer alert"). No corroborating report, no named impersonated business, no enforcement action — so the scale and current live status of the scheme are entirely unverified. Alternative reading not addressed: some undelivered-equipment complaints reaching the FTC could be failed legitimate sellers or contract disputes rather than impersonation; the FTC's framing is accepted wholesale.
Resolved: Partially resolved as-drafted: the finding attributes every mechanic to the FTC, claims no figures, and the evidence limitation plus unknowns disclose the absence of counts, totals and named businesses. The residual problem is confined to the unattributed claim line (see OBJ-4).
Preserved dissent
ON THE RECORDtargeting_dropped states "no harvested source describes this group." That is false on the face of the harvested row, which opens by naming farmers as the targets and later addresses the reader's "local farmer." I object to that line standing on the public record as written, whatever the Desk decides about the directive itself.
ON THE RECORDCutting gift cards, cryptocurrency and payment apps from the FTC's payment-method warning and keeping only wire transfer makes the alert less protective than its source. If the Desk keeps the narrowed version, I record that I consider it a reader-safety defect, not an editorial trim.
ON THE RECORDI do not accept "high" confidence on a claim line that asserts an ongoing, unquantified pattern of conduct as fact. The source supports high confidence that the FTC said this; it supports nothing about how widespread or current the scheme is. The claim line should be attributed to the FTC the way every sentence in the finding body is.
The sources
Official sourceScammers are impersonating farm equipment businesses2026-09-15
The FTC says scammers posing as farm equipment businesses advertise equipment online, send a purchase agreement and invoice, ask for thousands of dollars usually by wire transfer, and never deliver.
Authority: official. Retrieved 2026-09-16.
Limitation: The alert is a consumer-education advisory without report counts, loss totals, dates of incidents, or the names of the businesses being impersonated.
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.
- ✓ No entity is named.
- ✓ All 5 material sentence(s) map to FTC.
- ✗ anthropic returned "overstated"; groq returned "overstated" — 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 2026-09-16.
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