You buy a home in Florida that you saw online. The site says estimated property taxes are around $4,000. But when you get your first property tax bill, the cost may be thousands of dollars more. Why? Because the sites don't factor in Florida's Save Our Homes benefit, which doesn't stay when the home is sold, according to Orange County's property appraiser.