Just to set the record straight.... if you can see it... then what you would call it is scale from the heat treatment.
The main concern with decarb is not oxidation but the other properties of the steel...
"A decarburised-surface-layer has lower tensile strength, elastic properties, hardness, wear resistance and fatigue strength (endurance limit) than those of interior portions of the part."
"Decarburisation cannot be detected by visual examination of steel parts and tools. It is revealed by microscopic examination, or by measurement of hardness."
Both quotes are referenced from the following article :
ADVERTISEMENTS: When a steel part is heated to high temperatures for heat treatment, its surface reacts chemically with the surrounding medium in the furnace. The furnace atmosphere may consists of various gases depending on the conditions of combustion and the temperature The common furnace...
www.engineeringenotes.com
It is possible the Alumabrite may have actually removed some decarb if it dissolved the steel but hard to say, again, without microscope or hardness testing.
I would be more concerned with whether or not that product is safe for all metals, some chemicals can actually cause embrittlement in steel.