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Add the page count of the book on its description page.
When reviewing on external stores, it's annoying to have to click on a store before you can leave the link to your review. Instead, I preferred the old Booksprout where it had one large form that allowed me to put all links in on one page.
Add the ability to switch the Booksprout e-reader to a dark mode.
Show if the audiobook is narrated by a real human or an AI voice.
https://app.thestorygraph.com/
Send a daily/weekly newsletter of new Review Copies available by genres that the reader is interested in.
Instead of having to copy/paste the link of your review in Booksprout, have the ability to click a button that would look at the specific storefront and confirm that the review is there.
Show which book formats the author has uploaded to know if it's a book the reader wants to read. If only a PDF is available, a reader might not want to claim that book.
Add filters to Booksprout so that books that be filtered by different languages.
Some readers are not interested in audiobooks, so give them the ability to opt-out of notifications about audiobooks.
Adding an option to bookmark books that you are interested in reviewing so you can come back later and claim it if you are still interested.
I like to write my reviews on all stores that I can, even if the author doesn't require them. I'd like to be able to filter my complete review copies based on if I've done everything I can on them, or if there's still some more stores that I can post my review on for the author.
Be able to delete all notifications at once (and if using filters, delete all the notifications under that specific filter)
When searching for one (or more) books to review, it would be very handy for a reader to have the facility to use (existing) filter tools and then display the results (optionally) sorted by each book's posted review date deadline, thereby listing books with shorter review deadlines ahead of others having longer review deadlines. This would help reduce the risk of late reader reviews.
https://www.romance.io/
https://www.librarything.com/
Add a quick way to find books with various diversity tags (LGBTQ+, BIPOC, Latinx, disabled, etc.)