I believe he also said the spa delivered was the wrong spa. That in itself would would be grounds for a full charge back (no restocking fee).
Be careful with the 3 day rule for "changing" your mind. Different states have different rule. In California, the three day rule is only valid for contracts signed in your home...not at a place of business.