Blind Date with a Book is a trend where a book is wrapped to conceal the cover, title, author, etc. and a few keywords are indicated as clues about the book.
You can take this literally and purchase a blind date with a book from a bookstore, have a friend/bookseller/librarian choose a book for you, or any other method of choosing a book ‘blindly’ that you can think of.