We are using the Motion theme and experiencing the same issue this morning. You can still visit an individual product page if you use the search function.
I did just publish an old theme, then immediately published my current one, and the issue is no more! I’m not sure if that is what fixed it, or if that’s just a coincidence and it’s just fixed itself, but may be worth trying at your end?