{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-25T10:53:04.675Z","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":95,"release_date":"2025-03-04","last_updated":"2026-02-02T02:27:46.995Z","summary":"Following the public slander she endured at a royal banquet, Bianca shifts from a passive recipient of insults to a master of social warfare. While the previous chapter saw her husband, Zachary, leap to her defense, this chapter directly addresses reader concerns about her \"damsel in distress\" role by revealing her silence was a calculated strategy. Now, Bianca is orchestrating a public takedown of her antagonists, including nobles like Lady D'aboville's companions. Readers are overwhelmingly thrilled by this turn, celebrating her as a \"badass queen\" who is skillfully navigating her \"battlefield\" of courtly intrigue. Her declaration that \"The harvest is close at hand\" has become a rallying cry among fans, who eagerly await the satisfying downfall of the gossips who underestimated her. As Bianca executes her plan with a sly and vengeful smile, Zachary looks on with admiration, and other royals take notice, hinting at new alliances. The current events showcase Bianca's evolution into a cunning strategist, proving her prowess lies not just in physical strength but in her sharp, calculated wit.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"Following the public slander she endured at a royal banquet, Bianca shifts from a passive recipient of insults to a master of social warfare. While the previous chapter saw her husband, Zachary, leap to her defense, this chapter directly addresses reader concerns about her \"damsel in distress\" role by revealing her silence was a calculated strategy. Now, Bianca is orchestrating a public takedown of her antagonists, including nobles like Lady D'aboville's companions. Readers are overwhelmingly thrilled by this turn, celebrating her as a \"badass queen\" who is skillfully navigating her \"battlefield\" of courtly intrigue. Her declaration that \"The harvest is close at hand\" has become a rallying cry among fans, who eagerly await the satisfying downfall of the gossips who underestimated her. As Bianca executes her plan with a sly and vengeful smile, Zachary looks on with admiration, and other royals take notice, hinting at new alliances. The current events showcase Bianca's evolution into a cunning strategist, proving her prowess lies not just in physical strength but in her sharp, calculated wit.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"Following the public slander she endured at a royal banquet, Bianca shifts from a passive recipient of insults to a master of social warfare.","spoiler_summary":"Following the public slander she endured at a royal banquet, Bianca shifts from a passive recipient of insults to a master of social warfare. While the previous chapter saw her husband, Zachary, leap to her defense, this chapter directly addresses reader concerns about her \"damsel in distress\" role by revealing her silence was a calculated strategy. Now, Bianca is orchestrating a public takedown of her antagonists, including nobles like Lady D'aboville's companions. Readers are overwhelmingly thrilled by this turn, celebrating her as a \"badass queen\" who is skillfully navigating her \"battlefield\" of courtly intrigue. Her declaration that \"The harvest is close at hand\" has become a rallying cry among fans, who eagerly await the satisfying downfall of the gossips who underestimated her. As Bianca executes her plan with a sly and vengeful smile, Zachary looks on with admiration, and other royals take notice, hinting at new alliances. The current events showcase Bianca's evolution into a cunning strategist, proving her prowess lies not just in physical strength but in her sharp, calculated wit."},"source":{"canonical_path":"/series/marriage-of-convenience-245056/chapter-95","citation_title":"WebtoonLib — Marriage of Convenience #95","content_type":"chapter_summary","last_updated":"2026-07-25T10:53:04.675Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/marriage-of-convenience-245056"}}