Seller Intel
Who’s actually selling this, and does the review pattern behind it look normal?
What HAULS plans to surface
Peel back the listing, not to accuse, just to look.
The same price-history and discount checks as Free, run far more often, plus signals on unusual review patterns and seller history, flagged as things to notice, never as accusations.
Why this matters
A rating is a summary. It isn’t proof.
The FTC’s 2024 rule against fake reviews bans buying, writing, or hiding reviews to manipulate a rating, with penalties of up to $51,744 per violation. Its first enforcement warnings went out in December 2025.FTC, 2024
India’s CCPA dark-pattern rules name “Disguised Advertisement” as a specific violation, including publishing a paid endorsement as an ordinary review without disclosing it.CCPA, 2023
The CCPA has already issued formal dark-pattern notices and directed 26 major platforms, including Flipkart, Myntra, Swiggy, and Zomato, to self-audit and remove dark patterns, disguised reviews among them.CCPA, 2025
In products caught buying fake reviews, researchers found fake reviews made up an average of 47% of that product’s ratings, and that one extra star on a five-star scale can raise demand by 38%. A manipulated rating doesn’t just look better, it changes what people buy.UCLA / NBER
Global trade in counterfeit and pirated goods reached $467 billion, based on customs seizure data, a scale that only exists because buyers can’t easily tell a legitimate seller from one who isn’t.OECD / EUIPO, 2025
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