[mikece]

"Do not wait for leads to become paid users to decide on the quality of paid ads campaigns: focus on quick metrics and tailor experiments to one step of your funnel at a time."

This sounds very familiar... in fact it sounds a lot like "Respond to change instead of following a rigid plan" from the agile manifesto.