A qualified lead means:
Lacking these, its a fishing expedition or early too early in a sales cycle.
There are many organizations that may be a good fit for your product, but you can't sell to them till the above fall into line.
A qualified lead is not the same as just a potential prospect, which ideally be identified through a profile: common needs, problem, pains. Sometimes size of customer, vertical, etc...