{"schema_version":"bf_book_companion_v1","release_id":"20260513T222106Z","book":{"amazon_purchase_url":"https://www.amazon.com/dp/B0DR1MCJN3?tag=bookfrontier-20","asin":"B0DR1MCJN3","authors":["Kamome Shirahama"],"book_id":"9798888775066","canonical_url":"https://bookfrontier.com/books/witch-hat-atelier-manga-box-set-1-B0DR1MCJN3","cover_image_url":"https://img.bookfrontier.com/9798888775066.jpg?v=20260513T222106Z%3A2026-05-13T22%3A21%3A06Z","description":"As the anime casts its spell across the world, it's the perfect time to step into the lush and inspiring world of this landmark fantasy series. This collector's box set contains the first six volumes of the series, plus an exclusive set of art cards. In a world where everyone takes wonders like magic spells and dragons for granted, Coco is a girl with a simple dream: She wants to be a witch. But everybody knows witches are born, not made, and Coco was not born with a gift for magic. Resigned to her un-magical life, Coco is about to give up on her dream to become a witch...until the day she meets Qifrey, a mysterious, traveling witch. After secretly seeing Qifrey perform magic in a way she’s never seen before, Coco soon learns what everybody “knows” might not be the truth, and discovers that her magical dream may not be as far away as it may seem...","forthcoming":false,"isbn13":"9798888775066","publication_date":"20250812","publisher":"Kodansha Comics","slug":"witch-hat-atelier-manga-box-set-1","subtitle":"","title":"Witch Hat Atelier Manga Box Set 1"},"discovery":{"categories":{"all":[{"bisac_code":"CGN004260","confidence_band":"high","label":"Magical Girl Manga","score":0.8828,"source":"bisac_hint_model"},{"bisac_code":"CGN004030","confidence_band":"medium","label":"Fantasy Comics","score":0.83,"source":"bisac_hint_model"},{"bisac_code":"CGN004120","confidence_band":"medium","label":"Fantasy Manga","score":0.8222,"source":"bisac_hint_model"}],"hint":[{"bisac_code":"CGN004260","confidence_band":"high","label":"Magical Girl Manga","score":0.8828,"source":"bisac_hint_model"},{"bisac_code":"CGN004030","confidence_band":"medium","label":"Fantasy Comics","score":0.83,"source":"bisac_hint_model"},{"bisac_code":"CGN004120","confidence_band":"medium","label":"Fantasy Manga","score":0.8222,"source":"bisac_hint_model"}],"publisher":[{"bisac_code":"CGN004030","confidence_band":"high","label":"Fantasy Comics","score":1,"source":"onix_publisher_code"},{"bisac_code":"CGN004060","confidence_band":"high","label":"Tie-In Comics","score":1,"source":"onix_publisher_code"},{"bisac_code":"CGN004260","confidence_band":"high","label":"Magical Girl Manga","score":1,"source":"onix_publisher_code"}]},"genres":[{"label":"Magical Girl Manga","score":0.8828,"slug":"magical-girl-manga"},{"label":"Fantasy Comics","score":0.83,"slug":"fantasy-comics"},{"label":"Fantasy Manga","score":0.8222,"slug":"fantasy-manga"}],"reader_fit":["Readers who enjoy fantasy adventures with young female protagonists","Good for fans of magical girl and witch-themed stories"],"related_lists":[],"series":null,"similar_books":[{"authors":["Kamome Shirahama","Stephen Kohler","Lys Blakeslee","Vanessa Tenazas"],"book_id":"9798888773307","cover_image_url":"https://img.bookfrontier.com/9798888773307.jpg?v=20260513T222106Z%3A2026-05-13T22%3A21%3A06Z","score":22.516,"title":"Witch Hat Atelier 13","url":"https://bookfrontier.com/books/9798888773307"},{"authors":["John Tarachine"],"book_id":"9781787741416","cover_image_url":"https://img.bookfrontier.com/9781787741416.jpg?v=20260513T222106Z%3A2026-05-13T22%3A21%3A06Z","score":18.0785,"title":"Witch of Thistle Castle Vol.1","url":"https://bookfrontier.com/books/9781787741416"},{"authors":["Kamome Shirahama"],"book_id":"9798888776858","cover_image_url":"https://img.bookfrontier.com/9798888776858.jpg?v=20260513T222106Z%3A2026-05-13T22%3A21%3A06Z","score":17.6966,"title":"Witch Hat Atelier 14","url":"https://bookfrontier.com/books/9798888776858"}],"topics":[{"evidence_refs":["keyword:epic fantasy"],"label":"Fantasy","score":0.5293,"slug":"fantasy"},{"evidence_refs":["keyword:adventure books"],"label":"Adventure","score":0.1359,"slug":"adventure"},{"evidence_refs":["keyword:epic fantasy"],"label":"Epic","score":0.0715,"slug":"epic"},{"evidence_refs":["keyword:girl power"],"label":"Power","score":0.0701,"slug":"power"},{"evidence_refs":["keyword:girl power"],"label":"Girl","score":0.0658,"slug":"girl"}],"what_you_get":["Themes: magic, coming of age, fantasy adventure.","Pacing: mixed tempo with quieter and high-intensity stretches.","Story elements: witch training, secret mentor, magical discovery."]},"llm_signals":{"confidence":0.9,"pacing":"mixed","reader_fit":["Readers who enjoy fantasy adventures with young female protagonists","Fans of magical girl and witch-themed stories"],"themes":["magic","coming of age","fantasy adventure"],"tropes":["witch training","secret mentor","magical discovery"]},"source_presence":{"amazon":true,"book_detail":true,"goodreads":true,"llm_signals":true,"similarity_seed":true},"stats":{"amazon_ratings_count":34,"goodreads_ratings_count":7,"goodreads_reviews_count":0,"quality_score":0.8259}}