Tire Rack, a direct-to-consumer retailer that does a lot of tire testing, says buying fuel-efficient tires can bolster fuel economy 4-7%. And that keeping those same tires properly inflated can improve fuel economy another 2-3%. Unfortunately, many consumers replace tires with cheaper models that get less impressive fuel economy.