buying because you're a fan of the author
Colloquial term used when someone purchases a book, manga, or similar work primarily because they like the author, rather than based on reviews or content.
I bought that author's new book without checking the content, just because I'm a fan.
Compound of 作家 (author) and 買い (buying), literally 'author buying'.