I think it was simply the fact that, had JPJ been included, there was no way it couldn't be considered a LZ reunion. Page and (more probably) Plant didn't want that at the time.
I think it's as simple as that.
(I would have been quite up for the full reunion myself, but the Page/Plant tours were a good unique outing as well.)