Yes and no. The tech doesn't matter but that is The Point. That is, your tech won't save bad product. Using the latest cool kids framework or buzzwordy tool won't save bad product.
Yes, the business you're in matters. No, it doesn't matter how you build them - as long as it's quickly. If you outgrow you're overly simplistic stack, that is a _great_ problem to have.