Mine does that. Glow plug light comes on, then goes off. If I try to start it, it struggles but does eventually.
However, if I cycle the ignition, just twice, before turning in over (so the glow plug light comes on twice) it starts perfectly!
I have changed plugs and it didn't make a bit of a...