Update:
I have just tested the graphics card on another setup, one with an i7 6700K processor and Asrock Z170 Extreme4 motherboard, it worked!!
Now with that tested I'm sure my graphics card does work after all, I'll be trying it on my Asus Sabertooth 990FX setup later today with that CMOS reset and see what happens.