I just got an iPhone 6s 128 GB and I remember reading an iMore article on the merits of doing a clean phone setup or restoring from a backup mentioning how to switch the Apple Watch to a new iPhone. Here’s a direct link to the Apple Support article.
This procedure is way to complicated. The iPhone setup experience doesn’t know anything about Apple Watch, which is ridiculous.