{"schema_version":"bf_book_companion_v1","release_id":"20261010T034321Z-reviewed-full-unique-works","book":{"amazon_purchase_url":"https://www.amazon.com/dp/0593807286?tag=bookfrontie00-20","asin":"0593807286","authors":["Francine Pascal"],"book_id":"9780593807286","canonical_url":"https://bookfrontier.com/books/sweet-valley-twins-three-s-a-crowd-9780593807286","cover_image_url":"https://img.bookfrontier.com/9780593807286.jpg?v=d6c7ee9ddd83b1ed","description":"The Sweet Valley Twins are no strangers to vying for attention. But when their mom starts focusing on helping a friend, the twins face a tough choice: should they team up against her or make room for someone new in their family? Dive into the fun and drama of this New York Times bestselling graphic novel series! The Sweet Valley Twins have a lot of work to do. Between Elizabeth's newspaper articles and Jessica's new celebrity cook book project, there's barely any time for anything else! When their friend Mary decides to help them both, the twins are relieved—but Mary seems more determined to help their mom around the house than them with their work! Jessica is suspicious that Mary is more interested in Mrs.Wakefield being her new mom than in actually being friends with the twins, but Elizabeth isn't so sure. There has to be a reason why she'd rather be with the Wakefields than at home, right?","forthcoming":false,"isbn13":"9780593807286","publication_date":"20260106","publisher":"Random House Children's Books","slug":"sweet-valley-twins-three-s-a-crowd","subtitle":"(a Graphic Novel)","title":"Sweet Valley Twins: Three's a Crowd"},"discovery":{"categories":{"all":[{"bisac_code":"JUV039190","confidence_band":"medium","label":"Dating & Sex for Teens","score":0.7651,"source":"bisac_hint_model"},{"bisac_code":"JUV039020","confidence_band":"medium","label":"Growing Up","score":0.7614,"source":"bisac_hint_model"},{"bisac_code":"JUV039060","confidence_band":"medium","label":"Friendship","score":0.761,"source":"bisac_hint_model"}],"hint":[{"bisac_code":"JUV039190","confidence_band":"medium","label":"Dating & Sex for Teens","score":0.7651,"source":"bisac_hint_model"},{"bisac_code":"JUV039020","confidence_band":"medium","label":"Growing Up","score":0.7614,"source":"bisac_hint_model"},{"bisac_code":"JUV039060","confidence_band":"medium","label":"Friendship","score":0.761,"source":"bisac_hint_model"}],"publisher":[{"bisac_code":"JUV008000","confidence_band":"high","label":"Kids' Comics & Graphic Novels","score":1,"source":"onix_publisher_code"},{"bisac_code":"JUV008110","confidence_band":"high","label":"Funny Comics","score":1,"source":"onix_publisher_code"},{"bisac_code":"JUV039060","confidence_band":"high","label":"Friendship","score":1,"source":"onix_publisher_code"}]},"genres":[{"label":"Dating & Sex for Teens","score":0.7651,"slug":"dating-sex-for-teens"},{"label":"Growing Up","score":0.7614,"slug":"growing-up"},{"label":"Friendship","score":0.761,"slug":"friendship"}],"reader_fit":["Good for readers interested in twins navigating friendship and family changes","Readers who enjoy graphic novels about sibling rivalry"],"related_lists":[],"series":null,"similar_books":[{"authors":["Francine Pascal"],"book_id":"9780593807248","cover_image_url":"https://img.bookfrontier.com/9780593807248.jpg?v=6cd6f6d81a700ea2","score":0.8453,"title":"Sweet Valley Twins: the New Girl","url":"https://bookfrontier.com/books/9780593807248"},{"authors":["Nicole Andelfinger","Francine Pascal","Claudia Aguirre","& 0 more"],"book_id":"9780593807200","cover_image_url":"https://img.bookfrontier.com/9780593807200.jpg?v=d35994f362e3d4e3","score":0.8303,"title":"Sweet Valley Twins: Sneaking Out","url":"https://bookfrontier.com/books/9780593807200"},{"authors":["Nicole Andelfinger","Francine Pascal","Knack Whittle","& 0 more"],"book_id":"9780593807323","cover_image_url":"https://img.bookfrontier.com/9780593807323.jpg?v=ab20450ef4e94b3b","score":0.812,"title":"Sweet Valley Twins: First Place","url":"https://bookfrontier.com/books/9780593807323"},{"authors":["Francine Pascal"],"book_id":"9780593376546","cover_image_url":"https://img.bookfrontier.com/9780593376546.jpg?v=0ce970375ea8f4c7","score":0.769,"title":"Sweet Valley Twins: the Haunted House","url":"https://bookfrontier.com/books/9780593376546"},{"authors":["Katy Rex","Devaki Neogi"],"book_id":"9781524105563","cover_image_url":"https://img.bookfrontier.com/9781524105563.jpg?v=afb5c7c07b2e50e9","score":0.7389,"title":"Sweet Valley High","url":"https://bookfrontier.com/books/9781524105563"},{"authors":["Cassandra Calin"],"book_id":"9781338762457","cover_image_url":"https://img.bookfrontier.com/9781338762457.jpg?v=859783b88516129d","score":0.7187,"title":"The New Girl: a Graphic Novel (the New Girl #1)","url":"https://bookfrontier.com/books/9781338762457"},{"authors":["Raina Telgemeier"],"book_id":"9781338801880","cover_image_url":"https://img.bookfrontier.com/9781338801880.jpg?v=40bfcf9bb6c90f6a","score":0.7166,"title":"Sisters: a Graphic Novel","url":"https://bookfrontier.com/books/9781338801880"},{"authors":["Caroline B. Cooney"],"book_id":"9780385738682","cover_image_url":"https://img.bookfrontier.com/9780385738682.jpg?v=31a9f1c10d0bf278","score":0.7113,"title":"Three Black Swans","url":"https://bookfrontier.com/books/9780385738682"}],"topics":[{"evidence_refs":["keyword:friendship books for kids"],"label":"Kids","score":1,"slug":"kids"},{"evidence_refs":["keyword:funny gifts"],"label":"Funny","score":0.0718,"slug":"funny"},{"evidence_refs":["keyword:friendship books for kids"],"label":"Friendship","score":0.0515,"slug":"friendship"},{"evidence_refs":["keyword:humor"],"label":"Humor","score":0.028,"slug":"humor"}],"what_you_get":["Themes: Sibling rivalry and attention, Friendship and family belonging, Jealousy and suspicion.","Themes: Kids, Funny, Friendship.","Reading lane: Dating & Sex for Teens and Growing Up."]},"llm_signals":{"confidence":0.91,"pacing":"unknown","reader_fit":["Readers interested in twins navigating friendship and family changes","Readers who enjoy graphic novels about sibling rivalry"],"themes":["Sibling rivalry and attention","Friendship and family belonging","Jealousy and suspicion"],"tropes":[]},"source_presence":{"amazon":true,"book_detail":true,"goodreads":true,"llm_signals":true,"similarity_seed":true},"stats":{"amazon_ratings_count":232,"goodreads_ratings_count":73,"goodreads_reviews_count":5,"quality_score":0.8703}}