As tempting as it may be right now that some additive or gadget that will increase fuel efficiency, automotive experts say: don't fall for it. Philip Reed at Edmunds.com says the old ways are still the most effective ways to increase fuel efficiency namely, adjusting your driving habits like letting off the accelerator.