I've used Thumbtack for a few years and agree with many of the sentiments on here. Its important to be selective about what jobs you bid on: do they fit your brand? does the requests budget and expectations match? etc. And while Thumbtack is not a perfect system I have found new repeat clients through the application. Positive reviews are helpful as well as positioning yourself with value rather than cheapest cost.