Some cheaper mats might have a chemical odor when you first install them. This odor becomes more noticeable if the closed car sits in the sun for several hours. Sometimes, leaving the mats outside to air for a few days can dissipate the smell. Higher-quality car floor mats have less of an odor or no odor because they’re made of a treated rubber blend.