After opened 63-64 without a bogey, the 46-year-old Glover had an eagle, two birdies and two bogeys in his two under 68 at Hurstbourne Country Club in Kentucky on Saturday as he got to 15-under 195.
"Kind of a slow start, 1 over through six," Glover said. "Just didn't make anything today. I didn't feel like I hit that many bad putts, I just didn't make anything."
Wise birdied the final two holes for a 66.
"I felt pretty solid every part of my game," Wise said. 'I liked what I did with my ball-striking between yesterday's round and today, felt pretty comfortable out there with it."
Stephan Jaeger (65), Steven Fisk (68) and Chan Kim (68) were 13 under. Zac Blair (64) and (65) were 12 under.
Played opposite the Scottish Open, the event is sanctioned by the PGA Tour and the European tour. The winner will get into the PGA Championship but not the Masters next year.
Glover, the only major champion in the field, has six PGA Tour victories, highlighted by the 2009 US Open. He tied for third last week in the John Deere Classic.
"I'm very excited." Glover said. "I love to compete. I love to compete. And everybody's fighting for the same thing. I look forward to it. Struggled on the weekend a little bit last week, so kind of want to right that ship."