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This tactic is exactly how I found our idea.

Of course you won't strike gold on the first person you talk to. Be smart about it, talk to people who work in an industry you would like to serve (doctors, lawyers, marketers, mechanics, etc.) and figure out the inefficiencies in their day to day life. It's not as hard as you've made it out to be.