Not true. To most corporate recruiters 'doing a startup' for a couple of years is almost the same as being unemployed. I faced this myself after years of slogging away at an unsuccessful project and then trying to get back into the job market.
Things that people in start ups don't know: getting technical things done in complex environments. I would focus my CV on showing interaction with corporates outside the firm - show you have some game.