I'm not sure whether this feature request is "stats for challenges" or "a quick way to add a tag to all books in a challenge", but, I would love a way to get stat insights for challenges that I participate in. I manually made this tag (https://app.thestorygraph.com/tags/9d7e824e-e4d8-40b1-8fef-6d6b5a6a44ba) for this challenge (https://app.thestorygraph.com/reading_challenges/8d93938e-bc96-45bf-ab9a-f4bdadcbb59f) and it's been really neat to compare the stats for the books in the challenge with my overall reading, but doing that by hand for the many challenges that I am in would be arduous. I feel like it would be cool not just for challenges like that one, which is a specific list of books, but also for ones with categories like Book Riot or StoryGraph's Genre Challenge.
Plus users may get stats pages for reading challenge books!
And if not, as you suggest, when we have a way to bulk add tags to books, this will be a lot easier to do yourself each time.