{"schema_version":"bf_book_companion_v1","release_id":"20261010T034321Z-reviewed-full-unique-works","book":{"amazon_purchase_url":"https://www.amazon.com/dp/B0DBP9D314?tag=bookfrontie00-20","asin":"B0DBP9D314","authors":["Kou Unazuki"],"book_id":"9798891606074","canonical_url":"https://bookfrontier.com/books/guilty-smile-manga-vol-1-9798891606074","cover_image_url":"https://img.bookfrontier.com/9798891606074.jpg?v=7013260d59b2c6e7","description":"A spicy romance about a princess whose fate lies in the hands of a man seeking vengeance against her family—illustrated by the artist of Don't Hold Back, Lord Hades , also from Seven Seas. Part of Seven Seas’ imprint dedicated to sexy romance for women: Steamship! When Princess Lailah’s kingdom falls, she has one final duty: to act as a body double for her twin sister and face death at the hands of rebel leader Prince Khalifa—who just happens to be her first love. Princess Lailah’s ruse to deceive the prince by impersonating her sister works, but it turns out he has other plans for her. Seeking revenge on the princess who imprisoned and tormented him, Khalifa puts a curse on Lailah that forces her to submit to his every whim. Can she endure the grudge of a man she once loved in order to protect her sister? Or will she accept her role as a doll that lives only to serve him? For Mature Readers.","forthcoming":false,"isbn13":"9798891606074","publication_date":"20241210","publisher":"Seven Seas Entertainment","slug":"guilty-smile-manga-vol-1","subtitle":"","title":"Guilty Smile (manga) Vol. 1"},"discovery":{"categories":{"all":[{"bisac_code":"CGN004090","confidence_band":"medium","label":"Romance Comics","score":0.8249,"source":"bisac_hint_model"},{"bisac_code":"CGN004110","confidence_band":"medium","label":"Erotic Manga","score":0.8163,"source":"bisac_hint_model"},{"bisac_code":"CGN004300","confidence_band":"medium","label":"Isekai Manga","score":0.8,"source":"bisac_hint_model"}],"hint":[{"bisac_code":"CGN004090","confidence_band":"medium","label":"Romance Comics","score":0.8249,"source":"bisac_hint_model"},{"bisac_code":"CGN004110","confidence_band":"medium","label":"Erotic Manga","score":0.8163,"source":"bisac_hint_model"},{"bisac_code":"CGN004300","confidence_band":"medium","label":"Isekai Manga","score":0.8,"source":"bisac_hint_model"}],"publisher":[{"bisac_code":"CGN004030","confidence_band":"high","label":"Fantasy Comics","score":1,"source":"onix_publisher_code"},{"bisac_code":"CGN004090","confidence_band":"high","label":"Romance Comics","score":1,"source":"onix_publisher_code"},{"bisac_code":"CGN004110","confidence_band":"high","label":"Erotic Manga","score":1,"source":"onix_publisher_code"}]},"genres":[{"label":"Romance Comics","score":0.8249,"slug":"romance-comics"},{"label":"Erotic Manga","score":0.8163,"slug":"erotic-manga"},{"label":"Isekai Manga","score":0.8,"slug":"isekai-manga"}],"reader_fit":["Readers seeking mature, spicy romance","Women interested in sexy romance"],"related_lists":[],"series":null,"similar_books":[{"authors":["Kazutaka"],"book_id":"9781947804661","cover_image_url":"https://img.bookfrontier.com/9781947804661.jpg?v=d966e55e8e19fe5e","score":0.7876,"title":"Destiny Lovers Vol. 1","url":"https://bookfrontier.com/books/9781947804661"},{"authors":["Saki Tsukigami"],"book_id":"9781638585299","cover_image_url":"https://img.bookfrontier.com/9781638585299.jpg?v=cb9545647ea658a7","score":0.7867,"title":"I'll Never Be Your Crown Princess! (manga) Vol. 1","url":"https://bookfrontier.com/books/9781638585299"},{"authors":["Touko Amekawa"],"book_id":"9781638586388","cover_image_url":"https://img.bookfrontier.com/9781638586388.jpg?v=9ea6fae873bea5d6","score":0.7736,"title":"7th Time Loop: the Villainess Enjoys a Carefree Life Married to Her Worst Enemy! (manga) Vol. 1","url":"https://bookfrontier.com/books/9781638586388"},{"authors":["Inori"],"book_id":"9781648278006","cover_image_url":"https://img.bookfrontier.com/9781648278006.jpg?v=89c4221ab3eacf97","score":0.7669,"title":"I'm in Love With the Villainess (manga) Vol. 1","url":"https://bookfrontier.com/books/9781648278006"},{"authors":["Ichigo Takano"],"book_id":"9781626925250","cover_image_url":"https://img.bookfrontier.com/9781626925250.jpg?v=2b0fc87f6f48d6cf","score":0.7578,"title":"Dreamin' Sun Vol. 1","url":"https://bookfrontier.com/books/9781626925250"},{"authors":["Yu Hashimoto","Yū Hashimoto"],"book_id":"9781648278815","cover_image_url":"https://img.bookfrontier.com/9781648278815.jpg?v=7b8a94e317c3be55","score":0.7533,"title":"2.5 Dimensional Seduction Vol. 1","url":"https://bookfrontier.com/books/9781648278815"},{"authors":["Reina Soratani"],"book_id":"9781648272790","cover_image_url":"https://img.bookfrontier.com/9781648272790.jpg?v=8db27239a4ddb8a3","score":0.751,"title":"I Swear I Won't Bother You Again! (manga) Vol. 2","url":"https://bookfrontier.com/books/9781648272790"},{"authors":["Nekota"],"book_id":"9798893732634","cover_image_url":"https://img.bookfrontier.com/9798893732634.jpg?v=498583879c5c72df","score":0.7494,"title":"The Villainess and the Demon Knight (manga) Vol. 4","url":"https://bookfrontier.com/books/9798893732634"}],"topics":[{"evidence_refs":["keyword:epic fantasy"],"label":"Fantasy","score":0.1342,"slug":"fantasy"},{"evidence_refs":["keyword:adventure books"],"label":"Adventure","score":0.0897,"slug":"adventure"},{"evidence_refs":["keyword:japanese"],"label":"Japanese","score":0.0552,"slug":"japanese"},{"evidence_refs":["keyword:nerd"],"label":"Nerd","score":0.0342,"slug":"nerd"},{"evidence_refs":["keyword:geek"],"label":"Geek","score":0.0302,"slug":"geek"}],"what_you_get":["Themes: Revenge, Coercion and control, Protecting a sister.","Story elements: First love turned enemy, Body-double impersonation, Revenge-driven romance.","Themes: Fantasy, Adventure, Japanese."]},"llm_signals":{"confidence":0.91,"pacing":"unknown","reader_fit":["Readers seeking mature, spicy romance","Women interested in sexy romance"],"themes":["Revenge","Coercion and control","Protecting a sister"],"tropes":["First love turned enemy","Body-double impersonation","Revenge-driven romance"]},"source_presence":{"amazon":true,"book_detail":true,"goodreads":true,"llm_signals":true,"similarity_seed":true},"stats":{"amazon_ratings_count":8,"goodreads_ratings_count":73,"goodreads_reviews_count":17,"quality_score":0.8733}}