PipeCandy has aggregated data that can't be found elsewhere. Their customer success team has been extremely supportive.

It's a fast way to cast a wide net for ecommerce merchants

Great interface and I like the filters so we can dial into specific verticals. Saving lists and then excluding the previous lists so we get new results is also a benefit. Data quality is also solid.