A popular test of gullibility is to tell a friend that the word gullible isn't in "the" dictionary; a gullible person might respond "Really?" and go to look it up.
The verb to gull and the noun cullibility (with a C) date back to Shakespeare and Swift, whereas gullibility is a relatively recent addition to the lexicon.