Using fraud clause on credit card
If the seller can produce documentation saying you agreed to a charge of X for these items, the credit card company will likely not honor your dispute. It is not the burden of a credit card company to insure you against differing appraisals or purchasing items without an independent appraisal. Your proper recourse would be a fraud claim in court, at best. That or caveat emptor.