Several outlets have reported on the results of testing various carpet cleaners, with some focusing on portable cleaners and others on cleaners for specific tasks or surfaces, such as car mats. The tests involved evaluating the cleaners' ability to remove dirt, stains, and spills, including tough substances like red wine and mud. The results yielded a range of top picks, with different outlets recommending different cleaners as the best for various uses.