From the photo it's difficult to say if it's powder coated or painted, but it does not really matter and painted would be easier to overpaint.
From the color of aluminum below the chipped part i would say that there was no primer applied, zinc-chromate primer is usually green.
However, and as i wrote
clean the weld and around with a composite brush to eliminate all white powder what is aluminum oxide. All of it!
sand, degrease and apply immediately a coat of zinc-chromate etch primer
have some awlgrip or similar paint mixed to same color as pipes have and paint
You can touch-up the weld on the photo as it's not flat, other parts on a flat surface may need to be spray pained for a nice result.
You need to do this repairs as soon as possible to avoid that corrosion continues, grows and create more and deeper pits difficult to clean.
Ask GW regarding powder coated or paint, and if paint, what paint they use, ask also if this damage is covered by warranty as it don't look to me as you damaged the paint, it bubbled off because the weld under the paint and probably the lack of primer.
Chris