Much harder to do now with Flight Aware, etc. Last guy I know that got busted got discovered because the company typed the N number into Flight Aware and the origin and departure in the logbook did not match the ATC record.

Another means to investigate is NOAA weather historical data. "Really? You did pattern work that day? Funny, the weather report said it was a quarter mile visibility in snow all day."