You may need an adhesive removal product to help you pull any old adhesive away from the concrete. If this job sounds like it's too much work for you to handle on your own, you do have the option ...

If you don’t have any rubbing alcohol at hand, you can always use hand sanitizer; it has a high alcohol content and can also break down tape adhesive. Whichever removal method you choose ...