How do I know something is a carbonyl compound?
You will need to identify the presence of a ketone (aka cabonyl) functional group. Note the difference between a ketone and an aldehyde. The ketone will not have a H directly bonded to the C which forms the double bond with O.
They look like this...
You might find this video helpful.
video from: Noel Pauller