Likely yes, it is your timing. You need to put the distributor back into *exactly* the same gear tooth from which it came. If you don't, you're either going to have rough idle or no start at all.
If you bungled that procedure (i.e., you didn't match-mark the distributor body to the intake manifold) there's no way you can adjust the distributor location to make up for the mistake (which of course you could do by rotating the distributor body in an older car). Instead, you'll need to reset the distributor by getting the engine at #1 TDC and placing the distributor in per GMC's recommendations.