When buying CBD oil, what should we be looking for on the label?
Look for this:

COA's can be faked and there is very little regulation from the FDA at the moment. The US Hemp roundtable has a program that insures quality. A manufacturer has to past an audit/inspection of their facilities to receive that seal.
Also, their website should have third party lab test posted.