Changed starter and still starting issues

[Yaris709]

Hey guys had some problems with what i thought was my starter sticking so I replaced it and still having the same issue as before. Once in awhile it cranks over longer and hard to get going. Also runs rough for 3 or 4 seconds after starting. Could this be a fuel issue? No idea where to even begin looking now. And no check engine light.