That's not true. It needs to recharge a part of the electricity used. For example, if it provides 2/3 of the electricity being used it would potentially triple the range.
Which means it would have to run continuously. Which completely defeats the purpose of having a plug-in hybrid, which is to make most trips using only battery.
Only on long trips!
And how is the car supposed to know if it's a long trip or not?