Meals. Rideshare companies have referral programs that reward drivers with cash bonuses when their driver referrals sign up to drive with Uber/Lyft. Meals that you purchase while recruiting other drivers are also tax-deductible. Similar to passenger goodies, only 50 percent of the cost for these items can be deducted.