I actually ordered a graphics card last month (on my partners account too) and it never got flagged.
It can also be a series of things that trigger flags rather than the last thing you purchased.
Your experience sounds a bit rubbish, so raise a complaint and see what they say. Hopefully you can get some compensation for any losses.