As is the case with every indicator, there are trades that can be found with oversold readings AND over-bought readings. The Williams %R indicator is no exception.
To illustrate this, I bring you 2 charts. The first is the Daily chart of $CSCO:
Now for a chart of $TSN (recent earnings report too):