Opportunity is missed by most people because it is dressed in overalls and looks like work. - Thomas Edison
I you were right next to each other, I would worry people will think you're one company.
...I actually have FIVE competing shops within a half-mile from me
I'm thinking of doing what's right for my business..not theirs....
I will add - there is always a better place than the one you are looking at.