“The biggest mistake you can make is not having the right analytics in place. So if you don't know okay, you spend $1,500, what happened... you really can't put any significant budget besides just 'oh we'll boost this post and see if we get more app downloads.'”

Paid acquisition fails fast without analytics infrastructure to learn from the burn

MySwimPro tried paid acquisition three separate times. The first two failed not because of creative, but because they couldn't measure outcomes fast enough to kill losers and double down on winners. Install attribution before you spend a dollar — algorithms favor big budgets, so bootstrapped teams especially need tight measurement before scaling spend.