Taste of Country said the singer got down on one knee while singing "Don't Think I Can't Love You" and asked Buchanan to marry him Saturday. She happily accepted, the report said.
"I'm a happy man. Life is complete," Owen later said via Twitter.
UsMagazine.com said Buchanan has appeared in Owen's music videos for "Eight Second Ride" and "Barefoot Blue Jean Night."