> If it has a good enough UI, people will pay, just like anything else. Not everybody wants to build their own scripts around the data, even if its free.

Then a big corp comes up with their own offering and steamrolls you with their lower prices, integration with their existing products, and better engineering/sales staff. See for instance, mongodb and elasticsearch.