You have lost me; but that is not necessarily hard to do. In common parlance a profit margin is calculated by net income divided by sales.
So, ProfitMargin = NetIncome/Sales
Since you are inquiring about the acceptable range for a ProftMargin I assumed you had Net Income and Sales figures and you wanted to compare one concept to another one. And I was very curious as to why you assumed there would be a Net Income given the number of unprofitable ventures out there. But more to the point is that Sales are going to be very strongly correlated to the location and are not necessarily nor likely transferable between locations, which is to say the data you have may be very suspect.
That all aside I am still confused. Given the equation above you can solve for any key component is you have the other two. Since you are inquiring about Profit margin that would lead me to believe you already had Net Income and Sales figures, but then you comment that you cannot predict sales, so I am at a loss as to what you are really asking.
Confused...