There are two types of cars in the game: Street tier (blue icon) and Race tier (orange icon). You mostly likely need a different-tier car to take part in the tournament. Some tournaments and events have restrictions within tiers too. Check the scrolling line at the bottom of the screen to see all the permitted cars.
Make sure that you have the car of the correct class and type (A Street and A Race are not the same thing).