Google search results:
“chaise lounge” 29,800
“chaise longue” 26,300
It’s close, but the fact that the misspelling has more hits suggests that it has become the de facto way of spelling it.
Oh my God, it’s the end of the world, etc, etc.
Pass the bottle opener.