Thayer is considered a railroad town, as it was laid out in 1882 to be a division point. At the turn of the 20th century, 400 railroad men lived in Thayer. Currently, the Burlington Northern Santa Fe railroad travels through town.
Thayer is located next to Mammoth Spring, Arkansas. Both towns are interconnected in many ways, but have different governing bodies and school systems.