Looks like what happened the author of the Install pdf:

I settled on the Kenwood KMR-D562BT. Advisor suggested that i use Metra 70-1786 and a Scosche SLC4 Line Output Converter to connect to the amp. He said the volume would be too low without the Line converter

Looks like using the pre-outs shouldn't always be the default choice.