1) Touring bikes have the handlebars higher than the seat for comfort. Racing bikes have the handlebars lower than the seat.
2) Touring bikes have 3 rings on the crankset. Not just two. If you live near mountains this is especially important.
3) Tires are usually wider. Sometimes you have to go down a gravel road to camp or thru road construction that lasts for a mile (or more).