Custom "from the library of" plates, designed like the ones in hundred-year-old books. Print a sheet, glue them in, become the person people are afraid to not return books to.
Tell it three books you loved and one you couldn't finish. It reads the pattern (it's never the genre) and hands you the right next book, including the one you'd never pick up.