If your vac is newer, check to see if they have a pet hair brush available. We have one for our (very heavy - which is why my husband uses it) Bissel, and I know a lot of manufacturers make them for their vacs now.
Ours will pick up a ton of dog hair out of the car and off the furniture.
Give your Golden an ear rub for me, please.