{"schema_version":"webtoonlib.llm.chapter.v1.3","generated_at":"2026-07-27T07:08:19.415Z","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":"How to Snag an Alpha","slug":"how-to-snag-an-alpha-1e1e11"},"chapter":{"number":13,"release_date":"2025-03-10","last_updated":"2026-07-24T12:03:57.865Z","summary":"The narrative continues its pivot into romantic comedy, focusing on Wooyoung's endearingly foolish attempts to court Kyungju. The chapter’s events are driven by Wooyoung's \"stupid but cute\" personality, as he earnestly tries to orchestrate a perfect, \"5-star treatment\" date. Readers overwhelmingly speculate that his comically predictable and gentlemanly actions are directly inspired by online search results, labeling him as \"Google-based.\" This portrayal of Wooyoung as an innocent, happy-go-lucky \"airhead\" or \"puppy\" generates significant humor and second-hand embarrassment, yet is received with immense affection, with many finding his unique blend of ditziness and sincerity irresistible. Kyungju is cast as the patient, \"good guy\" alpha on the receiving end of these clumsy romantic gestures. A notable supporting character, the secretary Mr. Byun, has become a fan-favorite, as his reactions of amused exasperation mirror those of the readers. The overall reception is one of \"cuteness overload,\" cementing the dynamic where Wooyoung’s adorable idiocy captivates both the in-story characters and the audience.","summary_source":"graph_aggregator","summary_status":"generated","summary_verification":"unverified"},"summary":"The narrative continues its pivot into romantic comedy, focusing on Wooyoung's endearingly foolish attempts to court Kyungju. The chapter’s events are driven by Wooyoung's \"stupid but cute\" personality, as he earnestly tries to orchestrate a perfect, \"5-star treatment\" date. Readers overwhelmingly speculate that his comically predictable and gentlemanly actions are directly inspired by online search results, labeling him as \"Google-based.\" This portrayal of Wooyoung as an innocent, happy-go-lucky \"airhead\" or \"puppy\" generates significant humor and second-hand embarrassment, yet is received with immense affection, with many finding his unique blend of ditziness and sincerity irresistible. Kyungju is cast as the patient, \"good guy\" alpha on the receiving end of these clumsy romantic gestures. A notable supporting character, the secretary Mr. Byun, has become a fan-favorite, as his reactions of amused exasperation mirror those of the readers. The overall reception is one of \"cuteness overload,\" cementing the dynamic where Wooyoung’s adorable idiocy captivates both the in-story characters and the audience.","key_events":[],"characters_involved":[],"transcript":{"available":false,"reason":"Hardsub chapter — image-only","endpoint":null},"spoiler":{"level":"auto","safe_teaser":"The narrative continues its pivot into romantic comedy, focusing on Wooyoung's endearingly foolish attempts to court Kyungju.","spoiler_summary":"The narrative continues its pivot into romantic comedy, focusing on Wooyoung's endearingly foolish attempts to court Kyungju. The chapter’s events are driven by Wooyoung's \"stupid but cute\" personality, as he earnestly tries to orchestrate a perfect, \"5-star treatment\" date. Readers overwhelmingly speculate that his comically predictable and gentlemanly actions are directly inspired by online search results, labeling him as \"Google-based.\" This portrayal of Wooyoung as an innocent, happy-go-lucky \"airhead\" or \"puppy\" generates significant humor and second-hand embarrassment, yet is received with immense affection, with many finding his unique blend of ditziness and sincerity irresistible. Kyungju is cast as the patient, \"good guy\" alpha on the receiving end of these clumsy romantic gestures. A notable supporting character, the secretary Mr. Byun, has become a fan-favorite, as his reactions of amused exasperation mirror those of the readers. The overall reception is one of \"cuteness overload,\" cementing the dynamic where Wooyoung’s adorable idiocy captivates both the in-story characters and the audience."},"source":{"canonical_path":"/series/how-to-snag-an-alpha-1e1e11/chapter-13","citation_title":"WebtoonLib — How to Snag an Alpha #13","content_type":"chapter_summary","last_updated":"2026-07-27T07:08:19.415Z"},"data_status":"partial"},"untrusted":{"user_comments":[]},"see_also":{"for_series_detail":"/llms-series/how-to-snag-an-alpha-1e1e11"}}