Ride it without clipping into your pedals - best to use normal shoes for this - to isolate whether or not it is the pedals or the crank/bottom bracket. If it is still clicking, check tightness of crank and bottom bracket. I had the same problem on two different bikes and it turned out to be a loose bottom bracket on one and the pedals on the other.
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2006SurlyCrosscheck]
1995KleinFervor
1993BstoneRB1
2007IROSSBFGS
1986PanasonicDX4000
2014E-JOE