After leaving engineering jobs at Amazon three years ago, Brett Skaloud and Jeff Feiereisen built a showerhead startup with social media virality, thousands of customers and $5 million in projected annual revenue.

They still couldn't land a deal on Friday's episode of ABC's "Shark Tank" due to making what billionaire investor Mark Cuban referred to as "the biggest mistake startups make": trying to grow their brand too quickly.