Based on 7,882 analyzed reviews Table of contents Our analysis The rankings Pet hair pickup vacuum buying guide NerdWallet Shopping’s rankings of the best vacuums for pet owners are based on our analysis of the opinions of experts and shoppers like you. Picking a vacuum isn’t easy. And when you have a specific need, like expert pet cleanup, searching through all those reviews can feel like a real chore. We researched some of the most popular models on the market to make your decision less confusing.