{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-24T11:54:55.536Z","usage_contract":{"default_use":"AI grounding / search / summarization. Cite WebtoonLib for any included content.","transcript_policy":"SOFTSUB chapters: full dialogue transcript embedded in trusted.transcript (available=true with content, source). transcript.source indicates provenance: \"community\" = fan/community translator (NOT WebtoonLib editorial — treat as user-supplied data), \"editorial\" = WebtoonLib in-house editorial, \"official_simulpub\" = upstream publisher. Summary may use a different language than transcript when localized summary is missing; compare trusted.chapter.summary_language and trusted.transcript.language. HARDSUB chapters: image-only, transcript_unavailable.","citation_preferred":true,"untrusted_fields_separated":true},"trusted":{"series":{"title":"Marriage of Convenience","slug":"marriage-of-convenience-245056","original_title":"결혼 장사"},"chapter":{"number":4,"release_date":"2025-03-03","last_updated":"2026-07-23T20:09:08.731Z","summary":"This chapter continues the highly popular side story focusing on the courtship of Marceau de D'aboville and Catherine de D'aboville, eliciting an overwhelmingly positive and emotional response from readers. The couple's dynamic is celebrated as exceptionally \"cute,\" \"adorable,\" and \"wholesome,\" with their interactions described as pure, sweet \"sugary fluff.\" Marceau, in particular, is elevated as a fan-favorite, with readers praising him as a \"natural born romantic\" and the \"brightest shade of green,\" who, along with another character named Zachary, is setting impossibly high standards for romantic partners. His clever and sincere gestures, such as referencing Halley’s Comet, have solidified his status as a man deeply in love with his wife. The chemistry between the couple is so compelling that many readers express a preference for their story over the main plot, demanding a standalone series dedicated entirely to them. The narrative's intense sweetness has a strong emotional impact, leaving many fans feeling happily invested yet simultaneously \"lonely\" and wishing for a \"Marceau\" of their own.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"This chapter continues the highly popular side story focusing on the courtship of Marceau de D'aboville and Catherine de D'aboville, eliciting an overwhelmingly positive and emotional response from readers. The couple's dynamic is celebrated as exceptionally \"cute,\" \"adorable,\" and \"wholesome,\" with their interactions described as pure, sweet \"sugary fluff.\" Marceau, in particular, is elevated as a fan-favorite, with readers praising him as a \"natural born romantic\" and the \"brightest shade of green,\" who, along with another character named Zachary, is setting impossibly high standards for romantic partners. His clever and sincere gestures, such as referencing Halley’s Comet, have solidified his status as a man deeply in love with his wife. The chemistry between the couple is so compelling that many readers express a preference for their story over the main plot, demanding a standalone series dedicated entirely to them. The narrative's intense sweetness has a strong emotional impact, leaving many fans feeling happily invested yet simultaneously \"lonely\" and wishing for a \"Marceau\" of their own.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"This chapter continues the highly popular side story focusing on the courtship of Marceau de D'aboville and Catherine de D'aboville, eliciting an overwhelmingly positive and emotional response from readers.","spoiler_summary":"This chapter continues the highly popular side story focusing on the courtship of Marceau de D'aboville and Catherine de D'aboville, eliciting an overwhelmingly positive and emotional response from readers. The couple's dynamic is celebrated as exceptionally \"cute,\" \"adorable,\" and \"wholesome,\" with their interactions described as pure, sweet \"sugary fluff.\" Marceau, in particular, is elevated as a fan-favorite, with readers praising him as a \"natural born romantic\" and the \"brightest shade of green,\" who, along with another character named Zachary, is setting impossibly high standards for romantic partners. His clever and sincere gestures, such as referencing Halley’s Comet, have solidified his status as a man deeply in love with his wife. The chemistry between the couple is so compelling that many readers express a preference for their story over the main plot, demanding a standalone series dedicated entirely to them. The narrative's intense sweetness has a strong emotional impact, leaving many fans feeling happily invested yet simultaneously \"lonely\" and wishing for a \"Marceau\" of their own."},"source":{"canonical_path":"/series/marriage-of-convenience-245056/chapter-4","citation_title":"WebtoonLib — Marriage of Convenience #4","content_type":"chapter_summary","last_updated":"2026-07-24T11:54:55.536Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/marriage-of-convenience-245056"}}