I would have thought so. You paid the deposit which was probably be a % of the amount stated in the contract.
This was a private contract & could have been entered verbally. We enter into 100’s of verbal contracts on a daily basis.
Besides, for practical purposes you can spend more time chasing the vendor in the Courts etc.