Analytics don’t capture the “why” of what they measure, on the user side. Indicators may move in the seemingly right direction for the wrong reasons. Analytics typically can’t tell you what the user wanted to achieve. Knowing the “why” gives a better basis to decide on what changes to try, or to realize what’s actually wrong with the user-facing side of things. Another reason is that they tend to measure an average where in reality there is no average user.