{"schema_version":"bf_book_companion_v1","release_id":"20260417T232332Z","book":{"amazon_purchase_url":"https://www.amazon.com/dp/1546102442?tag=bookfrontier-20","asin":"1546102442","authors":["Alice Oseman"],"book_id":"9781546102441","canonical_url":"https://bookfrontier.com/books/heartstopper-6-a-graphic-novel-1546102442","cover_image_url":"https://img.bookfrontier.com/9781546102441.jpg?v=20260417T232332Z%3A2026-04-17T23%3A23%3A32Z","description":"* New York Times and Sunday Times Bestselling Author* * Heartstopper Forever movie coming soon from Netflix* Boy meets boy. Boys become friends. Boys fall in love. The final installment in the bestselling LGBTQ+ graphic novel series about life, love, and everything that happens in between. Everyone in school knows Nick and Charlie. Everyone knows they’re going to be together forever. But Charlie’s busy with his bid to become head boy. And while Nick is preparing to leave for college, he’s starting to wonder who he’ll be… without Charlie. Contains discussions around mental health and eating disorders, and sexual references.","forthcoming":true,"isbn13":"9781546102441","publication_date":"20260707","publisher":"Scholastic Inc.","slug":"heartstopper-6-a-graphic-novel","subtitle":"","title":"Heartstopper #6: a Graphic Novel"},"discovery":{"categories":{"all":[{"bisac_code":"YAF010140","confidence_band":"medium","label":"YA LGBTQ+ Comics","score":0.8022,"source":"bisac_hint_model"},{"bisac_code":"YAF010170","confidence_band":"medium","label":"YA Romance Comics","score":0.7958,"source":"bisac_hint_model"},{"bisac_code":"YAF010070","confidence_band":"medium","label":"YA Coming-of-Age Comics","score":0.7723,"source":"bisac_hint_model"}],"hint":[{"bisac_code":"YAF010140","confidence_band":"medium","label":"YA LGBTQ+ Comics","score":0.8022,"source":"bisac_hint_model"},{"bisac_code":"YAF010170","confidence_band":"medium","label":"YA Romance Comics","score":0.7958,"source":"bisac_hint_model"},{"bisac_code":"YAF010070","confidence_band":"medium","label":"YA Coming-of-Age Comics","score":0.7723,"source":"bisac_hint_model"}],"publisher":[{"bisac_code":"YAF010000","confidence_band":"high","label":"YA Graphic Novels","score":1,"source":"onix_publisher_code"},{"bisac_code":"YAF010140","confidence_band":"high","label":"YA LGBTQ+ Comics","score":1,"source":"onix_publisher_code"},{"bisac_code":"YAF010170","confidence_band":"high","label":"YA Romance Comics","score":1,"source":"onix_publisher_code"}]},"genres":[{"label":"YA LGBT Comics","score":0.8022,"slug":"ya-lgbt-comics"},{"label":"YA Romance Comics","score":0.7958,"slug":"ya-romance-comics"},{"label":"YA Coming-of-Age Comics","score":0.7723,"slug":"ya-coming-of-age-comics"}],"reader_fit":["Good for readers who enjoy YA LGBT Comics","Good for fans of Romance","Good for readers who enjoy YA LGBTQ+ Comics and YA Romance Comics."],"related_lists":[{"intro":"","slug":"shelf-yaf010140-comics-graphic-novels-lgbt","title":"Comics & Graphic Novels Lgbt Books","url":"https://bookfrontier.com/lists/shelf-yaf010140-comics-graphic-novels-lgbt"},{"intro":"","slug":"shelf-yaf010070-coming-of-age","title":"Coming of Age Books","url":"https://bookfrontier.com/lists/shelf-yaf010070-coming-of-age"}],"series":null,"similar_books":[{"authors":["Alice Oseman"],"book_id":"9781338617443","cover_image_url":"https://img.bookfrontier.com/9781338617443.jpg?v=20260417T232332Z%3A2026-04-17T23%3A23%3A32Z","score":20.4412,"title":"Heartstopper #1: a Graphic Novel","url":"https://bookfrontier.com/books/9781338617443"},{"authors":["Rainbow Rowell","Suyeon Nam","Sam Maggs","Gabi Nam"],"book_id":"9781974715879","cover_image_url":"https://img.bookfrontier.com/9781974715879.jpg?v=20260417T232332Z%3A2026-04-17T23%3A23%3A32Z","score":16.8525,"title":"Fangirl, Vol. 1","url":"https://bookfrontier.com/books/9781974715879"},{"authors":["Hazel and Bell"],"book_id":"9781250870124","cover_image_url":"https://img.bookfrontier.com/9781250870124.jpg?v=20260417T232332Z%3A2026-04-17T23%3A23%3A32Z","score":15.3202,"title":"Always Raining Here","url":"https://bookfrontier.com/books/9781250870124"},{"authors":["Molly Knox Ostertag","Lee Knox Ostertag"],"book_id":"9781338540574","cover_image_url":"https://img.bookfrontier.com/9781338540574.jpg?v=20260417T232332Z%3A2026-04-17T23%3A23%3A32Z","score":15.3107,"title":"The Girl From the Sea: a Graphic Novel","url":"https://bookfrontier.com/books/9781338540574"},{"authors":["Molly Knox Ostertag","Lee Knox Ostertag"],"book_id":"9781338839999","cover_image_url":"https://img.bookfrontier.com/9781338839999.jpg?v=20260417T232332Z%3A2026-04-17T23%3A23%3A32Z","score":15.2694,"title":"The Deep Dark: a Graphic Novel","url":"https://bookfrontier.com/books/9781338839999"},{"authors":["Ari North"],"book_id":"9781499811094","cover_image_url":"https://img.bookfrontier.com/9781499811094.jpg?v=20260417T232332Z%3A2026-04-17T23%3A23%3A32Z","score":15.263,"title":"Always Human","url":"https://bookfrontier.com/books/9781499811094"},{"authors":["Danie Stirling"],"book_id":"9780358467793","cover_image_url":"https://img.bookfrontier.com/9780358467793.jpg?v=20260417T232332Z%3A2026-04-17T23%3A23%3A32Z","score":15.2015,"title":"Crumbs","url":"https://bookfrontier.com/books/9780358467793"},{"authors":["Cassandra Calin"],"book_id":"9781338762488","cover_image_url":"https://img.bookfrontier.com/9781338762488.jpg?v=20260417T232332Z%3A2026-04-17T23%3A23%3A32Z","score":15.1701,"title":"The New Girl: First Crush: a Graphic Novel (the New Girl #2)","url":"https://bookfrontier.com/books/9781338762488"}],"topics":[{"evidence_refs":["keyword:best romance fiction starring lgbtq character"],"label":"Romance","score":0.8381,"slug":"romance"},{"evidence_refs":["keyword:best romance fiction starring lgbtq character"],"label":"Best","score":0.2854,"slug":"best"},{"evidence_refs":["keyword:coming out story"],"label":"Story","score":0.1457,"slug":"story"},{"evidence_refs":["keyword:coming out story"],"label":"Coming","score":0.0839,"slug":"coming"}],"what_you_get":["Themes: Romance, Story.","Reading lane: Ya LGBTQ+ Comics and Ya Romance Comics.","Publisher: Scholastic Inc.."]},"llm_signals":null,"source_presence":{"amazon":true,"book_detail":true,"goodreads":true,"llm_signals":false,"similarity_seed":true},"stats":{"amazon_ratings_count":0,"goodreads_ratings_count":2400,"goodreads_reviews_count":174,"quality_score":0.918}}