Thinking in terms of competitive advantage, there's premium, niche and lowest-cost provider.

The thing about niches, is that with enough of them, many people can be the number one choice for someone. These niches require richer data (as you say), but also richer awareness of what characteristics really would suit you.

Of course, this doesn't help if what someone really wants is whatever everyone else wants, or to beat them.