The NFL as an entity is tax exempt. Each of the 32 teams is its own corporation, and they're not tax exempt.
"The NFL" is the 32 teams' owners.
They can review it all they want, but the fact of the matter is "the NFL" is a non-profit organization. The 32 teams are who makes the profits.