Your Agent Rank is a measure of how far you have progressed towards becoming the most despicable Minion Secret Agent of all time.

You can improve your rank by collecting and upgrading Minion Costumes.

A higher rank also gives you access to more Rooms in Gru’s Lair, and bigger rewards for completed missions.

For more information, check out:  How can I see the name of a Room?