Wikipedia:
Overweight is part of a three-tiered rating system, along with "underweight" and "equal weight", used by financial analysts to indicate a particular stock's attractiveness.
If a stock is recommended to be "overweight" the analyst is saying, in his opinion, the stock is better value for money than others