Have you signed a purchase/sale agreement? Are there any clauses stating something to the effect that seller makes no representation as to revenue/turnover etc.

i will simply not walk away. it might not be as simple as just losing the deposit, the seller can hold u responsible for balance of the purchase price.

Everything depends on what is contained in the agreement. it appears obvious that you have not consulted an attorney. perhaps this might be the time to do so