What we found
- The single harvested row is an official FTC press release, which supports every claim sentence directly.
- All substantive statements are allegations in an unproven complaint, not adjudicated findings.
- Only one source was harvested; no defence response, court docket or independent reporting is present to corroborate or qualify.
- Reviewed by 2 models, 1 from independent houses.
What we don’t know
- Whether a court will find the alleged conduct unlawful.
- Whether affected advertisers will receive any refund, credit or other remedy.
- How an individual advertiser could detect the alleged surcharge in their own account data.
- Whether similar undisclosed pricing practices exist on other advertising platforms — the harvested material addresses only one company.
The bench — who voted
2 INDEPENDENT AI MODELS REVIEWED THIS. ALL 2: MODERATE RISK.
The card names a count. Here are the seats behind it, with what each one said.
DISSENT, PRESERVEDThe CLAIM as written is fully carried by the evidence row; my 'overstated' verdict attaches to the expanded FINDING, not to the headline assertion. If the panel publishes the claim alone it holds.
DISSENT, PRESERVEDThe framing discipline here is above average and should be noted on the record: the piece repeatedly marks the material as untested allegations, states plainly that no court has ruled, discloses the single-source limitation, names what the harvest does not contain (company response, remedy information, detection method), and disclaims affiliation. The defect is sourcing granularity, not spin.
DISSENT, PRESERVEDThe actionable advice — get the price-calculation method in writing, retain it, reconcile against billing before raising a bid — is sound, platform-neutral and does not depend on the allegations being true. I would keep it even if the rest were cut back.
DISSENT, PRESERVEDI grade the underlying pattern moderate rather than high because the direct victims are advertisers rather than retail consumers, and because the alleged harm is diffuse per-advertiser overcharge rather than acute loss. Panel members arguing for 'high' on the strength of the consumer pass-through assertion should note that assertion is the least evidenced statement in the piece.
Reviewed by 2 independent models; all judged the finding to go beyond the evidence.
▼ Protocol & challenge record
ON THE RECORDI do not think this should ship with the advice line as written. The harvested complaint alleges that Amazon lied to advertisers who asked this exact question, and the draft itself concedes it has no information on how an advertiser could spot the surcharge in their own data. Telling readers to ask in writing and reconcile against billing statements gives them a false sense that diligence would have caught this. If an action step is required, it should be limited to what the evidence supports: keep records of what the platform told you about pricing, and watch for developments in the case — not a detection method the draft admits it does not have.
ON THE RECORDThe confidence label should not be a single 'moderate' across the whole item. The fact of the filing (date, court, 22 named state AGs, plaintiff identity) is high-confidence off an official primary source. Everything about the conduct is an interested party's characterisation of a document we have not seen, and the consumer pass-through is one official's unquantified quote. Grading these together flatters the weakest element.
ON THE RECORDThis piece is, in substance, a rewrite of a prosecutor's press release with a one-sentence disclaimer bolted on. It is accurate to its source, but the source is one side of a contested case and the draft's length and quote density make it read like established fact. I would cut it to roughly half its length, front-load the 'allegations only' framing rather than burying it after seven paragraphs, and state plainly that Amazon has not been heard from.
The sources
Official sourceFTC, States Sue Amazon Over Secret Ad Surcharge Scheme2026-08-31
The FTC and 22 state attorneys general allege Amazon secretly added an undisclosed surcharge to its advertising auctions from 2019, charging Sponsored Products advertisers their own bid roughly 80% of the time by 2024 while representing the auction as second-price.
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, States Sue Amazon Over Secret Ad Surcharge Scheme".
- ✓ All 7 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 2026-09-04.
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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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