Targeted traffic is to websites what qualified sales leads are to salespeople. These are people who deliberately visit a site through a link that determines a visitor's needs before they click.
For example, a link that asks if they want to 'stop their dog digging' means that any visitors who click this link obviously have that problem and can be marketed to accordingly.