Dischem is a **** #False Advertising

I bought those Dischem perfumes on 75% off online and the sale went through and I paid. Got confirmation that my order is being processed and will be delivered. A few hours later I get a call from Brooklyn branch and they say that they never had stock and they will refund me. Why would a sale go through if there was never stock? False advertising?????