Corporal Paul Mouton said the suspects stole a 2009 Honda CRV from the 200 block of Pershing Street around 10:15 a.m.
The victim chased the suspects in another vehicle until they crashed the CRV into a used car dealership at the corner of Louisiana Avenue and Haig Street.
Police arrested a 15-year-old male and female at the scene. A third suspect was able to get away. The two teens will be booked into juvenile detention on the charge of unauthorized use of a movable, according to Cpl. Mouton.
If you have any information about the third suspect please call the Lafayette Police Department at (337) 291-8600.