I'm trying to understand which part exactly is fraud? If this site offered a legitimate marketplace for these items as well as gambling then in certain jurisdictions of course that could be illegal (due to the gambling aspect) but where does the fraud come in exactly?

How is it different than if I buy a TV and sell it on Ebay and use the funds to gamble?