I agree. But I’ve seen it go the opposite direction on the exact same basis, taking the default position that the victim must pay the demanded amount and settle it in court if they claim a dispute - basically assuming the business owner to be telling the truth by default.
And, all the scammer has to do is give the victim the impression that the cops will side with the scammer. He’s already lying, what’s one more?