Good question. The answer: exactly as in Creative Commons' noncommercial licenses, but without the filesharing clarification, since the noncommercial condition applies only to use, and not to redistribution.

You are a commercial entity (a business and don't have a non-profit status), serve customers, and use the software in question to extract profits?

IANAL; I'd love a link / quotation of an exact legal definition.