You could pre-treat them according to the stain removal instructions on the Rug Doctor cleaner or take some baking soda, add ...

a good carpet cleaner, or rug cleaner, can come to the rescue. The best carpet cleaners in Consumer Reports’ tests are full-sized models, which are designed to give entire rugs a thorough cleaning.