{"schema":"citeangle-open-aggregates-auto.v1","dataset_id":"ai-answer-surface-aggregates","generated_utc":"2026-07-29T01:16:44Z","corpus":{"scope":"CiteAngle 자사 측정 격자(고객 귀속 런 제외)","n_public_rounds":43,"n_excluded_customer_rounds":0,"exclusively_public":true},"gates":{"min_denominator":100,"min_rounds":{"value":3,"applies_to":"회차 간 중앙값·분산을 내는 행","enforced_sections":["surface-citation-slot-profile"],"not_enforced_sections":["ai-citation-serp-overlap","citation-language-mix","citation-source-concentration","cited-page-type-mix","cited-url-asset-class-mix","directory-carrier-share","domain-family-penetration","external-published-baselines","hub-domain-ranking","jp-query-category-exposure","jp-query-form-exposure","jp-source-class-mix","measurement-repeatability","naver-citation-ecosystem-split","naver-citation-outside-search-top10","source-surface-type-mix","surface-change-timeline","ugc-class-share"]},"surface_labels":"화이트리스트 — 미등재 표면은 행 탈락"},"accounting":{"declared":27,"published":19,"refused":8},"limits":["자사 질의셋 기반 관측이라 다른 업종·다른 시점으로 일반화하지 않는다.","표면마다 분모가 다르다 — 표면 간 수치를 합치거나 섞어 비교하지 않는다.","관측 수치와 라벨까지만 싣는다. 원인·효과 해석은 이 데이터셋의 범위 밖이다."],"reuse_policy":"출처(CiteAngle · citeangle.com) 표기 시 자유 인용·재사용.","sections":[{"section":"ads-t0-control","status":"refused","reason":"pending_publication"},{"section":"citation-source-concentration","status":"published","rows":[{"metric":"distinct_source_domains","surface":"Claude","numerator":3868,"denominator":33119},{"metric":"citation_source_concentration_hhi_star","surface":"Claude","value":0.004761,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"Claude","value":199.261999,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"Claude","item":"namu.wiki","numerator":1033,"denominator":33119},{"metric":"top_source_domain_citations","surface":"Claude","item":"kimchang.com","numerator":831,"denominator":33119},{"metric":"top_source_domain_citations","surface":"Claude","item":"legaltimes.co.kr","numerator":636,"denominator":33119},{"metric":"top_source_domain_citations","surface":"Claude","item":"hankyung.com","numerator":573,"denominator":33119},{"metric":"top_source_domain_citations","surface":"Claude","item":"chambers.com","numerator":562,"denominator":33119},{"metric":"distinct_source_domains","surface":"Bing Search","numerator":1602,"denominator":14558},{"metric":"citation_source_concentration_hhi_star","surface":"Bing Search","value":0.004162,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"Bing Search","value":209.062841,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"Bing Search","item":"blog.naver.com","numerator":454,"denominator":14558},{"metric":"top_source_domain_citations","surface":"Bing Search","item":"m.blog.naver.com","numerator":420,"denominator":14558},{"metric":"top_source_domain_citations","surface":"Bing Search","item":"chatgpt.com","numerator":250,"denominator":14558},{"metric":"top_source_domain_citations","surface":"Bing Search","item":"georank.co.kr","numerator":250,"denominator":14558},{"metric":"top_source_domain_citations","surface":"Bing Search","item":"japan-ai.co.jp","numerator":190,"denominator":14558},{"metric":"distinct_source_domains","surface":"Bing Copilot","numerator":1470,"denominator":13796},{"metric":"citation_source_concentration_hhi_star","surface":"Bing Copilot","value":0.002663,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"Bing Copilot","value":299.278284,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"Bing Copilot","item":"m.blog.naver.com","numerator":289,"denominator":13796},{"metric":"top_source_domain_citations","surface":"Bing Copilot","item":"blog.naver.com","numerator":287,"denominator":13796},{"metric":"top_source_domain_citations","surface":"Bing Copilot","item":"youtube.com","numerator":220,"denominator":13796},{"metric":"top_source_domain_citations","surface":"Bing Copilot","item":"note.com","numerator":193,"denominator":13796},{"metric":"top_source_domain_citations","surface":"Bing Copilot","item":"citeangle.com","numerator":191,"denominator":13796},{"metric":"distinct_source_domains","surface":"Bing News","numerator":86,"denominator":235},{"metric":"citation_source_concentration_hhi_star","surface":"Bing News","value":0.028633,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"Bing News","value":25.045351,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"Bing News","item":"forbes.com","numerator":24,"denominator":235},{"metric":"top_source_domain_citations","surface":"Bing News","item":"msn.com","numerator":21,"denominator":235},{"metric":"top_source_domain_citations","surface":"Bing News","item":"searchengineland.com","numerator":18,"denominator":235},{"metric":"top_source_domain_citations","surface":"Bing News","item":"searchenginejournal.com","numerator":15,"denominator":235},{"metric":"top_source_domain_citations","surface":"Bing News","item":"morningstar.com","numerator":14,"denominator":235},{"metric":"distinct_source_domains","surface":"Gemini","numerator":830,"denominator":5059},{"metric":"citation_source_concentration_hhi_star","surface":"Gemini","value":0.012977,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"Gemini","value":70.590049,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"Gemini","item":"prtimes.jp","numerator":368,"denominator":5059},{"metric":"top_source_domain_citations","surface":"Gemini","item":"citeangle.com","numerator":240,"denominator":5059},{"metric":"top_source_domain_citations","surface":"Gemini","item":"youtube.com","numerator":208,"denominator":5059},{"metric":"top_source_domain_citations","surface":"Gemini","item":"note.com","numerator":120,"denominator":5059},{"metric":"top_source_domain_citations","surface":"Gemini","item":"mieru-ca.com","numerator":117,"denominator":5059},{"metric":"distinct_source_domains","surface":"Google Search","numerator":1298,"denominator":20138},{"metric":"citation_source_concentration_hhi_star","surface":"Google Search","value":0.007456,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"Google Search","value":121.640232,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"Google Search","item":"youtube.com","numerator":1273,"denominator":20138},{"metric":"top_source_domain_citations","surface":"Google Search","item":"blog.naver.com","numerator":594,"denominator":20138},{"metric":"top_source_domain_citations","surface":"Google Search","item":"reddit.com","numerator":391,"denominator":20138},{"metric":"top_source_domain_citations","surface":"Google Search","item":"m.blog.naver.com","numerator":362,"denominator":20138},{"metric":"top_source_domain_citations","surface":"Google Search","item":"leeko.com","numerator":331,"denominator":20138},{"metric":"distinct_source_domains","surface":"Google AI Mode","numerator":2047,"denominator":17609},{"metric":"citation_source_concentration_hhi_star","surface":"Google AI Mode","value":0.014946,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"Google AI Mode","value":64.819995,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"Google AI Mode","item":"youtube.com","numerator":1891,"denominator":17609},{"metric":"top_source_domain_citations","surface":"Google AI Mode","item":"blog.naver.com","numerator":470,"denominator":17609},{"metric":"top_source_domain_citations","surface":"Google AI Mode","item":"m.blog.naver.com","numerator":380,"denominator":17609},{"metric":"top_source_domain_citations","surface":"Google AI Mode","item":"lawtalk.co.kr","numerator":379,"denominator":17609},{"metric":"top_source_domain_citations","surface":"Google AI Mode","item":"google.com","numerator":272,"denominator":17609},{"metric":"distinct_source_domains","surface":"Google AI Overview","numerator":853,"denominator":2634},{"metric":"citation_source_concentration_hhi_star","surface":"Google AI Overview","value":0.024921,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"Google AI Overview","value":38.367284,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"Google AI Overview","item":"youtube.com","numerator":349,"denominator":2634},{"metric":"top_source_domain_citations","surface":"Google AI Overview","item":"citeangle.com","numerator":147,"denominator":2634},{"metric":"top_source_domain_citations","surface":"Google AI Overview","item":"example-review.co.kr","numerator":140,"denominator":2634},{"metric":"top_source_domain_citations","surface":"Google AI Overview","item":"blog.naver.com","numerator":66,"denominator":2634},{"metric":"top_source_domain_citations","surface":"Google AI Overview","item":"m.blog.naver.com","numerator":39,"denominator":2634},{"metric":"distinct_source_domains","surface":"Google News","numerator":923,"denominator":20029},{"metric":"citation_source_concentration_hhi_star","surface":"Google News","value":0.012596,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"Google News","value":73.174155,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"Google News","item":"lawtimes.co.kr","numerator":1211,"denominator":20029},{"metric":"top_source_domain_citations","surface":"Google News","item":"v.daum.net","numerator":876,"denominator":20029},{"metric":"top_source_domain_citations","surface":"Google News","item":"hankyung.com","numerator":868,"denominator":20029},{"metric":"top_source_domain_citations","surface":"Google News","item":"brunch.co.kr","numerator":600,"denominator":20029},{"metric":"top_source_domain_citations","surface":"Google News","item":"legaltimes.co.kr","numerator":518,"denominator":20029},{"metric":"distinct_source_domains","surface":"Google Short Videos","numerator":33,"denominator":16553},{"metric":"citation_source_concentration_hhi_star","surface":"Google Short Videos","value":0.302899,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"Google Short Videos","value":3.086193,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"Google Short Videos","item":"instagram.com","numerator":7403,"denominator":16553},{"metric":"top_source_domain_citations","surface":"Google Short Videos","item":"youtube.com","numerator":5638,"denominator":16553},{"metric":"top_source_domain_citations","surface":"Google Short Videos","item":"lawtalk.co.kr","numerator":911,"denominator":16553},{"metric":"top_source_domain_citations","surface":"Google Short Videos","item":"tiktok.com","numerator":905,"denominator":16553},{"metric":"top_source_domain_citations","surface":"Google Short Videos","item":"threads.com","numerator":561,"denominator":16553},{"metric":"distinct_source_domains","surface":"Grok","numerator":1932,"denominator":15576},{"metric":"citation_source_concentration_hhi_star","surface":"Grok","value":0.005572,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"Grok","value":164.295208,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"Grok","item":"kimchang.com","numerator":582,"denominator":15576},{"metric":"top_source_domain_citations","surface":"Grok","item":"youtube.com","numerator":457,"denominator":15576},{"metric":"top_source_domain_citations","surface":"Grok","item":"leeko.com","numerator":368,"denominator":15576},{"metric":"top_source_domain_citations","surface":"Grok","item":"citeangle.com","numerator":303,"denominator":15576},{"metric":"top_source_domain_citations","surface":"Grok","item":"bkl.co.kr","numerator":224,"denominator":15576},{"metric":"distinct_source_domains","surface":"NAVER Search","numerator":461,"denominator":28883},{"metric":"citation_source_concentration_hhi_star","surface":"NAVER Search","value":0.16795,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"NAVER Search","value":5.890834,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"NAVER Search","item":"blog.naver.com","numerator":11397,"denominator":28883},{"metric":"top_source_domain_citations","surface":"NAVER Search","item":"cafe.naver.com","numerator":3255,"denominator":28883},{"metric":"top_source_domain_citations","surface":"NAVER Search","item":"i-boss.co.kr","numerator":367,"denominator":28883},{"metric":"top_source_domain_citations","surface":"NAVER Search","item":"daeryunlaw.com","numerator":325,"denominator":28883},{"metric":"top_source_domain_citations","surface":"NAVER Search","item":"lawtalk.co.kr","numerator":276,"denominator":28883},{"metric":"distinct_source_domains","surface":"NAVER AI Briefing","numerator":264,"denominator":10608},{"metric":"citation_source_concentration_hhi_star","surface":"NAVER AI Briefing","value":0.075357,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"NAVER AI Briefing","value":12.680859,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"NAVER AI Briefing","item":"blog.naver.com","numerator":2617,"denominator":10608},{"metric":"top_source_domain_citations","surface":"NAVER AI Briefing","item":"cafe.naver.com","numerator":1172,"denominator":10608},{"metric":"top_source_domain_citations","surface":"NAVER AI Briefing","item":"kin.naver.com","numerator":384,"denominator":10608},{"metric":"top_source_domain_citations","surface":"NAVER AI Briefing","item":"i-boss.co.kr","numerator":316,"denominator":10608},{"metric":"top_source_domain_citations","surface":"NAVER AI Briefing","item":"namu.wiki","numerator":243,"denominator":10608},{"metric":"distinct_source_domains","surface":"NAVER News","numerator":187,"denominator":8729},{"metric":"citation_source_concentration_hhi_star","surface":"NAVER News","value":0.008856,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"NAVER News","value":70.640485,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"NAVER News","item":"legaltimes.co.kr","numerator":476,"denominator":8729},{"metric":"top_source_domain_citations","surface":"NAVER News","item":"ytn.co.kr","numerator":336,"denominator":8729},{"metric":"top_source_domain_citations","surface":"NAVER News","item":"hankyung.com","numerator":273,"denominator":8729},{"metric":"top_source_domain_citations","surface":"NAVER News","item":"ddanzi.com","numerator":245,"denominator":8729},{"metric":"top_source_domain_citations","surface":"NAVER News","item":"businesspost.co.kr","numerator":238,"denominator":8729},{"metric":"distinct_source_domains","surface":"ChatGPT","numerator":1900,"denominator":15480},{"metric":"citation_source_concentration_hhi_star","surface":"ChatGPT","value":0.014297,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"ChatGPT","value":67.49654,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"ChatGPT","item":"chambers.com","numerator":1437,"denominator":15480},{"metric":"top_source_domain_citations","surface":"ChatGPT","item":"legal500.com","numerator":588,"denominator":15480},{"metric":"top_source_domain_citations","surface":"ChatGPT","item":"developers.google.com","numerator":435,"denominator":15480},{"metric":"top_source_domain_citations","surface":"ChatGPT","item":"koreanbar.or.kr","numerator":406,"denominator":15480},{"metric":"top_source_domain_citations","surface":"ChatGPT","item":"help.openai.com","numerator":286,"denominator":15480},{"metric":"distinct_source_domains","surface":"Perplexity","numerator":2063,"denominator":29899},{"metric":"citation_source_concentration_hhi_star","surface":"Perplexity","value":0.005819,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"Perplexity","value":158.708777,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"Perplexity","item":"youtube.com","numerator":1376,"denominator":29899},{"metric":"top_source_domain_citations","surface":"Perplexity","item":"blog.naver.com","numerator":1335,"denominator":29899},{"metric":"top_source_domain_citations","surface":"Perplexity","item":"leeko.com","numerator":380,"denominator":29899},{"metric":"top_source_domain_citations","surface":"Perplexity","item":"daeryunlaw-comp.com","numerator":357,"denominator":29899},{"metric":"top_source_domain_citations","surface":"Perplexity","item":"citeangle.com","numerator":327,"denominator":29899},{"metric":"distinct_source_domains","surface":"Yahoo Japan (auxiliary)","numerator":251,"denominator":2352},{"metric":"citation_source_concentration_hhi_star","surface":"Yahoo Japan (auxiliary)","value":0.009061,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"Yahoo Japan (auxiliary)","value":76.868299,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"Yahoo Japan (auxiliary)","item":"note.com","numerator":168,"denominator":2352},{"metric":"top_source_domain_citations","surface":"Yahoo Japan (auxiliary)","item":"jinrai.co.jp","numerator":81,"denominator":2352},{"metric":"top_source_domain_citations","surface":"Yahoo Japan (auxiliary)","item":"ai-search.techsuite.co.jp","numerator":56,"denominator":2352},{"metric":"top_source_domain_citations","surface":"Yahoo Japan (auxiliary)","item":"dageno.ai","numerator":52,"denominator":2352},{"metric":"top_source_domain_citations","surface":"Yahoo Japan (auxiliary)","item":"stockvalue.co.jp","numerator":49,"denominator":2352},{"metric":"distinct_source_domains","surface":"Yahoo Search (US)","numerator":239,"denominator":350},{"metric":"citation_source_concentration_hhi_star","surface":"Yahoo Search (US)","value":0.004061,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"Yahoo Search (US)","value":121.527778,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"Yahoo Search (US)","item":"semrush.com","numerator":16,"denominator":350},{"metric":"top_source_domain_citations","surface":"Yahoo Search (US)","item":"linkedin.com","numerator":11,"denominator":350},{"metric":"top_source_domain_citations","surface":"Yahoo Search (US)","item":"blog.hubspot.com","numerator":7,"denominator":350},{"metric":"top_source_domain_citations","surface":"Yahoo Search (US)","item":"citeangle.com","numerator":5,"denominator":350},{"metric":"top_source_domain_citations","surface":"Yahoo Search (US)","item":"concurate.com","numerator":5,"denominator":350},{"metric":"distinct_source_domains","surface":"YouTube Search","numerator":1,"denominator":18617},{"metric":"citation_source_concentration_hhi_star","surface":"YouTube Search","value":1.0,"unit":"index 0-1"},{"metric":"effective_source_count","surface":"YouTube Search","value":1.0,"unit":"sources"},{"metric":"top_source_domain_citations","surface":"YouTube Search","item":"youtube.com","numerator":18617,"denominator":18617}],"basis":{"corpus_scope":"자사 런 전체의 인용 소스 행(표면 분리)","n_source_rows":274311,"source_module":"citation_concentration"},"notes":["도메인은 등록 도메인 단위 병합 — 카테고리 사전 미사용.","HHI* 는 소스 수 보정 지수(1=단일 도메인 집중)."],"rows_withheld_min_sample":0,"gates_enforced":["min_denominator"]},{"section":"citation-language-mix","status":"published","rows":[{"metric":"citation_source_language_share","scope":"JP","item":"en","numerator":298,"denominator":30421},{"metric":"citation_source_language_share","scope":"JP","item":"ja","numerator":15772,"denominator":30421},{"metric":"citation_source_language_share","scope":"JP","item":"ko","numerator":26,"denominator":30421},{"metric":"citation_source_language_share","scope":"JP","item":"multi","numerator":156,"denominator":30421},{"metric":"citation_source_language_share","scope":"JP","item":"und","numerator":14169,"denominator":30421},{"metric":"citation_source_cctld_share","scope":"JP","item":".ac.jp","numerator":18,"denominator":30421},{"metric":"citation_source_cctld_share","scope":"JP","item":".ai","numerator":1701,"denominator":30421},{"metric":"citation_source_cctld_share","scope":"JP","item":".co","numerator":83,"denominator":30421},{"metric":"citation_source_cctld_share","scope":"JP","item":".co.jp","numerator":8297,"denominator":30421},{"metric":"citation_source_cctld_share","scope":"JP","item":".co.kr","numerator":24,"denominator":30421},{"metric":"citation_source_cctld_share","scope":"JP","item":".com","numerator":11178,"denominator":30421},{"metric":"citation_source_cctld_share","scope":"JP","item":".edu","numerator":22,"denominator":30421},{"metric":"citation_source_cctld_share","scope":"JP","item":".go.jp","numerator":353,"denominator":30421},{"metric":"citation_source_cctld_share","scope":"JP","item":".gov","numerator":22,"denominator":30421},{"metric":"citation_source_cctld_share","scope":"JP","item":".io","numerator":229,"denominator":30421},{"metric":"citation_source_cctld_share","scope":"JP","item":".jp","numerator":6112,"denominator":30421},{"metric":"citation_source_cctld_share","scope":"JP","item":".kr","numerator":2,"denominator":30421},{"metric":"citation_source_cctld_share","scope":"JP","item":".ne.jp","numerator":33,"denominator":30421},{"metric":"citation_source_cctld_share","scope":"JP","item":".net","numerator":502,"denominator":30421},{"metric":"citation_source_cctld_share","scope":"JP","item":".or.jp","numerator":75,"denominator":30421},{"metric":"citation_source_cctld_share","scope":"JP","item":".org","numerator":637,"denominator":30421},{"metric":"citation_source_cctld_share","scope":"JP","item":"other","numerator":1133,"denominator":30421},{"metric":"citation_source_language_share","scope":"KR","item":"en","numerator":805,"denominator":235228},{"metric":"citation_source_language_share","scope":"KR","item":"ja","numerator":113,"denominator":235228},{"metric":"citation_source_language_share","scope":"KR","item":"ko","numerator":95659,"denominator":235228},{"metric":"citation_source_language_share","scope":"KR","item":"multi","numerator":453,"denominator":235228},{"metric":"citation_source_language_share","scope":"KR","item":"und","numerator":138198,"denominator":235228},{"metric":"citation_source_cctld_share","scope":"KR","item":".ac.kr","numerator":286,"denominator":235228},{"metric":"citation_source_cctld_share","scope":"KR","item":".ai","numerator":5426,"denominator":235228},{"metric":"citation_source_cctld_share","scope":"KR","item":".co","numerator":722,"denominator":235228},{"metric":"citation_source_cctld_share","scope":"KR","item":".co.jp","numerator":38,"denominator":235228},{"metric":"citation_source_cctld_share","scope":"KR","item":".co.kr","numerator":49169,"denominator":235228},{"metric":"citation_source_cctld_share","scope":"KR","item":".com","numerator":144522,"denominator":235228},{"metric":"citation_source_cctld_share","scope":"KR","item":".edu","numerator":62,"denominator":235228},{"metric":"citation_source_cctld_share","scope":"KR","item":".go.jp","numerator":7,"denominator":235228},{"metric":"citation_source_cctld_share","scope":"KR","item":".go.kr","numerator":3548,"denominator":235228},{"metric":"citation_source_cctld_share","scope":"KR","item":".gov","numerator":83,"denominator":235228},{"metric":"citation_source_cctld_share","scope":"KR","item":".io","numerator":2789,"denominator":235228},{"metric":"citation_source_cctld_share","scope":"KR","item":".jp","numerator":17,"denominator":235228},{"metric":"citation_source_cctld_share","scope":"KR","item":".kr","numerator":10725,"denominator":235228},{"metric":"citation_source_cctld_share","scope":"KR","item":".net","numerator":5072,"denominator":235228},{"metric":"citation_source_cctld_share","scope":"KR","item":".or.kr","numerator":3092,"denominator":235228},{"metric":"citation_source_cctld_share","scope":"KR","item":".org","numerator":1686,"denominator":235228},{"metric":"citation_source_cctld_share","scope":"KR","item":".re.kr","numerator":455,"denominator":235228},{"metric":"citation_source_cctld_share","scope":"KR","item":"other","numerator":7529,"denominator":235228},{"metric":"citation_source_language_share","scope":"US","item":"en","numerator":172,"denominator":8662},{"metric":"citation_source_language_share","scope":"US","item":"ja","numerator":14,"denominator":8662},{"metric":"citation_source_language_share","scope":"US","item":"ko","numerator":2,"denominator":8662},{"metric":"citation_source_language_share","scope":"US","item":"multi","numerator":7,"denominator":8662},{"metric":"citation_source_language_share","scope":"US","item":"und","numerator":8467,"denominator":8662},{"metric":"citation_source_cctld_share","scope":"US","item":".ai","numerator":389,"denominator":8662},{"metric":"citation_source_cctld_share","scope":"US","item":".co","numerator":88,"denominator":8662},{"metric":"citation_source_cctld_share","scope":"US","item":".co.jp","numerator":3,"denominator":8662},{"metric":"citation_source_cctld_share","scope":"US","item":".co.kr","numerator":1,"denominator":8662},{"metric":"citation_source_cctld_share","scope":"US","item":".com","numerator":7157,"denominator":8662},{"metric":"citation_source_cctld_share","scope":"US","item":".edu","numerator":28,"denominator":8662},{"metric":"citation_source_cctld_share","scope":"US","item":".gov","numerator":11,"denominator":8662},{"metric":"citation_source_cctld_share","scope":"US","item":".io","numerator":109,"denominator":8662},{"metric":"citation_source_cctld_share","scope":"US","item":".jp","numerator":1,"denominator":8662},{"metric":"citation_source_cctld_share","scope":"US","item":".kr","numerator":1,"denominator":8662},{"metric":"citation_source_cctld_share","scope":"US","item":".net","numerator":92,"denominator":8662},{"metric":"citation_source_cctld_share","scope":"US","item":".org","numerator":303,"denominator":8662},{"metric":"citation_source_cctld_share","scope":"US","item":"other","numerator":479,"denominator":8662}],"basis":{"corpus_scope":"자사 런 전체의 인용 소스 행(로케일 분리)","n_source_rows":274311,"source_module":"citation_language"},"notes":["언어 판정은 도메인·ccTLD 휴리스틱 1차 — 본문 판별 미실장, und(미판정) 버킷을 분모에 그대로 남긴다."],"rows_withheld_min_sample":0,"gates_enforced":["min_denominator"]},{"section":"domain-family-penetration","status":"published","rows":[{"metric":"domain_family_citation_share","surface":"Bing Search","item":"tistory.com","numerator":924,"denominator":14558},{"metric":"domain_family_citation_share","surface":"Bing Copilot","item":"tistory.com","numerator":596,"denominator":13796},{"metric":"domain_family_citation_share","surface":"Google Search","item":"tistory.com","numerator":171,"denominator":20138},{"metric":"domain_family_citation_share","surface":"Google AI Mode","item":"tistory.com","numerator":52,"denominator":17609},{"metric":"domain_family_citation_share","surface":"Google AI Overview","item":"tistory.com","numerator":10,"denominator":2634},{"metric":"domain_family_citation_share","surface":"Grok","item":"tistory.com","numerator":44,"denominator":15576},{"metric":"domain_family_citation_share","surface":"NAVER Search","item":"tistory.com","numerator":55,"denominator":28883},{"metric":"domain_family_citation_share","surface":"ChatGPT","item":"tistory.com","numerator":1,"denominator":15480},{"metric":"domain_family_citation_share","surface":"Perplexity","item":"tistory.com","numerator":334,"denominator":29899},{"metric":"domain_family_citation_share","surface":"Claude","item":"daeryunlaw.com","numerator":399,"denominator":33119},{"metric":"domain_family_citation_share","surface":"Bing Search","item":"daeryunlaw.com","numerator":49,"denominator":14558},{"metric":"domain_family_citation_share","surface":"Bing Copilot","item":"daeryunlaw.com","numerator":21,"denominator":13796},{"metric":"domain_family_citation_share","surface":"Google Search","item":"daeryunlaw.com","numerator":469,"denominator":20138},{"metric":"domain_family_citation_share","surface":"Google AI Mode","item":"daeryunlaw.com","numerator":202,"denominator":17609},{"metric":"domain_family_citation_share","surface":"Google AI Overview","item":"daeryunlaw.com","numerator":21,"denominator":2634},{"metric":"domain_family_citation_share","surface":"Grok","item":"daeryunlaw.com","numerator":83,"denominator":15576},{"metric":"domain_family_citation_share","surface":"NAVER Search","item":"daeryunlaw.com","numerator":733,"denominator":28883},{"metric":"domain_family_citation_share","surface":"NAVER AI Briefing","item":"daeryunlaw.com","numerator":258,"denominator":10608},{"metric":"domain_family_citation_share","surface":"ChatGPT","item":"daeryunlaw.com","numerator":2,"denominator":15480},{"metric":"domain_family_citation_share","surface":"Perplexity","item":"daeryunlaw.com","numerator":484,"denominator":29899},{"metric":"domain_family_citation_share","surface":"Claude","item":"google.com","numerator":223,"denominator":33119},{"metric":"domain_family_citation_share","surface":"Bing Search","item":"google.com","numerator":318,"denominator":14558},{"metric":"domain_family_citation_share","surface":"Bing Copilot","item":"google.com","numerator":74,"denominator":13796},{"metric":"domain_family_citation_share","surface":"Gemini","item":"google.com","numerator":35,"denominator":5059},{"metric":"domain_family_citation_share","surface":"Google Search","item":"google.com","numerator":180,"denominator":20138},{"metric":"domain_family_citation_share","surface":"Google AI Mode","item":"google.com","numerator":516,"denominator":17609},{"metric":"domain_family_citation_share","surface":"Google AI Overview","item":"google.com","numerator":23,"denominator":2634},{"metric":"domain_family_citation_share","surface":"Google News","item":"google.com","numerator":15,"denominator":20029},{"metric":"domain_family_citation_share","surface":"Google Short Videos","item":"google.com","numerator":195,"denominator":16553},{"metric":"domain_family_citation_share","surface":"Grok","item":"google.com","numerator":199,"denominator":15576},{"metric":"domain_family_citation_share","surface":"NAVER Search","item":"google.com","numerator":91,"denominator":28883},{"metric":"domain_family_citation_share","surface":"NAVER AI Briefing","item":"google.com","numerator":160,"denominator":10608},{"metric":"domain_family_citation_share","surface":"ChatGPT","item":"google.com","numerator":526,"denominator":15480},{"metric":"domain_family_citation_share","surface":"Perplexity","item":"google.com","numerator":183,"denominator":29899},{"metric":"domain_family_citation_share","surface":"Yahoo Japan (auxiliary)","item":"google.com","numerator":9,"denominator":2352},{"metric":"domain_family_citation_share","surface":"Yahoo Search (US)","item":"google.com","numerator":3,"denominator":350},{"metric":"domain_family_citation_share","surface":"Bing Search","item":"naver.com","numerator":959,"denominator":14558},{"metric":"domain_family_citation_share","surface":"Bing Copilot","item":"naver.com","numerator":626,"denominator":13796},{"metric":"domain_family_citation_share","surface":"Google Search","item":"naver.com","numerator":1063,"denominator":20138},{"metric":"domain_family_citation_share","surface":"Google AI Mode","item":"naver.com","numerator":939,"denominator":17609},{"metric":"domain_family_citation_share","surface":"Google AI Overview","item":"naver.com","numerator":115,"denominator":2634},{"metric":"domain_family_citation_share","surface":"Google News","item":"naver.com","numerator":70,"denominator":20029},{"metric":"domain_family_citation_share","surface":"Grok","item":"naver.com","numerator":531,"denominator":15576},{"metric":"domain_family_citation_share","surface":"NAVER Search","item":"naver.com","numerator":14881,"denominator":28883},{"metric":"domain_family_citation_share","surface":"NAVER AI Briefing","item":"naver.com","numerator":4305,"denominator":10608},{"metric":"domain_family_citation_share","surface":"NAVER News","item":"naver.com","numerator":189,"denominator":8729},{"metric":"domain_family_citation_share","surface":"ChatGPT","item":"naver.com","numerator":244,"denominator":15480},{"metric":"domain_family_citation_share","surface":"Perplexity","item":"naver.com","numerator":1447,"denominator":29899},{"metric":"domain_family_citation_share","surface":"Claude","item":"scourt.go.kr","numerator":116,"denominator":33119},{"metric":"domain_family_citation_share","surface":"Bing Search","item":"scourt.go.kr","numerator":7,"denominator":14558},{"metric":"domain_family_citation_share","surface":"Bing Copilot","item":"scourt.go.kr","numerator":7,"denominator":13796},{"metric":"domain_family_citation_share","surface":"Google Search","item":"scourt.go.kr","numerator":31,"denominator":20138},{"metric":"domain_family_citation_share","surface":"Grok","item":"scourt.go.kr","numerator":42,"denominator":15576},{"metric":"domain_family_citation_share","surface":"NAVER Search","item":"scourt.go.kr","numerator":24,"denominator":28883},{"metric":"domain_family_citation_share","surface":"NAVER AI Briefing","item":"scourt.go.kr","numerator":7,"denominator":10608},{"metric":"domain_family_citation_share","surface":"ChatGPT","item":"scourt.go.kr","numerator":163,"denominator":15480},{"metric":"domain_family_citation_share","surface":"Perplexity","item":"scourt.go.kr","numerator":13,"denominator":29899},{"metric":"domain_family_citation_share","surface":"Claude","item":"microsoft.com","numerator":23,"denominator":33119},{"metric":"domain_family_citation_share","surface":"Bing Search","item":"microsoft.com","numerator":180,"denominator":14558},{"metric":"domain_family_citation_share","surface":"Gemini","item":"microsoft.com","numerator":2,"denominator":5059},{"metric":"domain_family_citation_share","surface":"Google Search","item":"microsoft.com","numerator":6,"denominator":20138},{"metric":"domain_family_citation_share","surface":"Google AI Mode","item":"microsoft.com","numerator":3,"denominator":17609},{"metric":"domain_family_citation_share","surface":"Google News","item":"microsoft.com","numerator":28,"denominator":20029},{"metric":"domain_family_citation_share","surface":"Grok","item":"microsoft.com","numerator":6,"denominator":15576},{"metric":"domain_family_citation_share","surface":"NAVER Search","item":"microsoft.com","numerator":28,"denominator":28883},{"metric":"domain_family_citation_share","surface":"NAVER AI Briefing","item":"microsoft.com","numerator":51,"denominator":10608},{"metric":"domain_family_citation_share","surface":"ChatGPT","item":"microsoft.com","numerator":18,"denominator":15480},{"metric":"domain_family_citation_share","surface":"Perplexity","item":"microsoft.com","numerator":10,"denominator":29899},{"metric":"domain_family_citation_share","surface":"Claude","item":"seoul.kr","numerator":3,"denominator":33119},{"metric":"domain_family_citation_share","surface":"Google AI Mode","item":"seoul.kr","numerator":1,"denominator":17609},{"metric":"domain_family_citation_share","surface":"Google News","item":"seoul.kr","numerator":21,"denominator":20029},{"metric":"domain_family_citation_share","surface":"Grok","item":"seoul.kr","numerator":5,"denominator":15576},{"metric":"domain_family_citation_share","surface":"NAVER News","item":"seoul.kr","numerator":42,"denominator":8729},{"metric":"domain_family_citation_share","surface":"ChatGPT","item":"seoul.kr","numerator":27,"denominator":15480},{"metric":"domain_family_citation_share","surface":"Perplexity","item":"seoul.kr","numerator":9,"denominator":29899},{"metric":"domain_family_citation_share","surface":"Claude","item":"ai.kr","numerator":12,"denominator":33119},{"metric":"domain_family_citation_share","surface":"Bing Search","item":"ai.kr","numerator":33,"denominator":14558},{"metric":"domain_family_citation_share","surface":"Bing Copilot","item":"ai.kr","numerator":27,"denominator":13796},{"metric":"domain_family_citation_share","surface":"Google Search","item":"ai.kr","numerator":1,"denominator":20138},{"metric":"domain_family_citation_share","surface":"NAVER Search","item":"ai.kr","numerator":63,"denominator":28883},{"metric":"domain_family_citation_share","surface":"NAVER AI Briefing","item":"ai.kr","numerator":12,"denominator":10608},{"metric":"domain_family_citation_share","surface":"ChatGPT","item":"ai.kr","numerator":49,"denominator":15480},{"metric":"domain_family_citation_share","surface":"Perplexity","item":"ai.kr","numerator":9,"denominator":29899},{"metric":"domain_family_citation_share","surface":"Claude","item":"seoul.go.kr","numerator":37,"denominator":33119},{"metric":"domain_family_citation_share","surface":"Grok","item":"seoul.go.kr","numerator":2,"denominator":15576},{"metric":"domain_family_citation_share","surface":"ChatGPT","item":"seoul.go.kr","numerator":29,"denominator":15480},{"metric":"domain_family_citation_share","surface":"Bing Search","item":"chosun.com","numerator":42,"denominator":14558},{"metric":"domain_family_citation_share","surface":"Bing Copilot","item":"chosun.com","numerator":46,"denominator":13796},{"metric":"domain_family_citation_share","surface":"Google Search","item":"chosun.com","numerator":24,"denominator":20138},{"metric":"domain_family_citation_share","surface":"Google AI Mode","item":"chosun.com","numerator":26,"denominator":17609},{"metric":"domain_family_citation_share","surface":"Google AI Overview","item":"chosun.com","numerator":5,"denominator":2634},{"metric":"domain_family_citation_share","surface":"Google News","item":"chosun.com","numerator":596,"denominator":20029},{"metric":"domain_family_citation_share","surface":"Grok","item":"chosun.com","numerator":61,"denominator":15576},{"metric":"domain_family_citation_share","surface":"NAVER Search","item":"chosun.com","numerator":249,"denominator":28883},{"metric":"domain_family_citation_share","surface":"NAVER AI Briefing","item":"chosun.com","numerator":7,"denominator":10608},{"metric":"domain_family_citation_share","surface":"NAVER News","item":"chosun.com","numerator":462,"denominator":8729},{"metric":"domain_family_citation_share","surface":"ChatGPT","item":"chosun.com","numerator":56,"denominator":15480},{"metric":"domain_family_citation_share","surface":"Perplexity","item":"chosun.com","numerator":55,"denominator":29899},{"metric":"domain_family_citation_share","surface":"Claude","item":"amazon.com","numerator":8,"denominator":33119},{"metric":"domain_family_citation_share","surface":"Bing Search","item":"amazon.com","numerator":22,"denominator":14558},{"metric":"domain_family_citation_share","surface":"Google Search","item":"amazon.com","numerator":4,"denominator":20138},{"metric":"domain_family_citation_share","surface":"Google AI Mode","item":"amazon.com","numerator":2,"denominator":17609},{"metric":"domain_family_citation_share","surface":"ChatGPT","item":"amazon.com","numerator":2,"denominator":15480},{"metric":"domain_family_citation_share","surface":"Perplexity","item":"amazon.com","numerator":2,"denominator":29899},{"metric":"domain_family_citation_share","surface":"Claude","item":"cafe24.com","numerator":18,"denominator":33119},{"metric":"domain_family_citation_share","surface":"Bing Search","item":"cafe24.com","numerator":2,"denominator":14558},{"metric":"domain_family_citation_share","surface":"Bing Copilot","item":"cafe24.com","numerator":7,"denominator":13796},{"metric":"domain_family_citation_share","surface":"Google Search","item":"cafe24.com","numerator":2,"denominator":20138},{"metric":"domain_family_citation_share","surface":"Google AI Mode","item":"cafe24.com","numerator":5,"denominator":17609},{"metric":"domain_family_citation_share","surface":"Google AI Overview","item":"cafe24.com","numerator":1,"denominator":2634},{"metric":"domain_family_citation_share","surface":"Grok","item":"cafe24.com","numerator":2,"denominator":15576},{"metric":"domain_family_citation_share","surface":"NAVER Search","item":"cafe24.com","numerator":21,"denominator":28883},{"metric":"domain_family_citation_share","surface":"NAVER AI Briefing","item":"cafe24.com","numerator":13,"denominator":10608},{"metric":"domain_family_citation_share","surface":"ChatGPT","item":"cafe24.com","numerator":6,"denominator":15480},{"metric":"domain_family_citation_share","surface":"Bing Search","item":"iheart.com","numerator":10,"denominator":14558},{"metric":"domain_family_citation_share","surface":"Bing Copilot","item":"impress.co.jp","numerator":33,"denominator":13796},{"metric":"domain_family_citation_share","surface":"Gemini","item":"impress.co.jp","numerator":72,"denominator":5059},{"metric":"domain_family_citation_share","surface":"Google Search","item":"impress.co.jp","numerator":37,"denominator":20138},{"metric":"domain_family_citation_share","surface":"Google AI Mode","item":"impress.co.jp","numerator":23,"denominator":17609},{"metric":"domain_family_citation_share","surface":"Google AI Overview","item":"impress.co.jp","numerator":2,"denominator":2634},{"metric":"domain_family_citation_share","surface":"Grok","item":"impress.co.jp","numerator":29,"denominator":15576},{"metric":"domain_family_citation_share","surface":"Perplexity","item":"impress.co.jp","numerator":69,"denominator":29899},{"metric":"domain_family_citation_share","surface":"Yahoo Japan (auxiliary)","item":"impress.co.jp","numerator":21,"denominator":2352},{"metric":"domain_family_citation_share","surface":"Claude","item":"medium.com","numerator":48,"denominator":33119},{"metric":"domain_family_citation_share","surface":"Bing Search","item":"medium.com","numerator":1,"denominator":14558},{"metric":"domain_family_citation_share","surface":"Bing Copilot","item":"medium.com","numerator":2,"denominator":13796},{"metric":"domain_family_citation_share","surface":"Gemini","item":"medium.com","numerator":4,"denominator":5059},{"metric":"domain_family_citation_share","surface":"Google Search","item":"medium.com","numerator":5,"denominator":20138},{"metric":"domain_family_citation_share","surface":"Google AI Mode","item":"medium.com","numerator":5,"denominator":17609},{"metric":"domain_family_citation_share","surface":"Google AI Overview","item":"medium.com","numerator":4,"denominator":2634},{"metric":"domain_family_citation_share","surface":"Google News","item":"medium.com","numerator":8,"denominator":20029},{"metric":"domain_family_citation_share","surface":"Grok","item":"medium.com","numerator":15,"denominator":15576},{"metric":"domain_family_citation_share","surface":"Perplexity","item":"medium.com","numerator":4,"denominator":29899},{"metric":"domain_family_citation_share","surface":"Claude","item":"vercel.app","numerator":10,"denominator":33119},{"metric":"domain_family_citation_share","surface":"Bing Copilot","item":"vercel.app","numerator":6,"denominator":13796},{"metric":"domain_family_citation_share","surface":"Google Search","item":"vercel.app","numerator":2,"denominator":20138},{"metric":"domain_family_citation_share","surface":"Google AI Mode","item":"vercel.app","numerator":8,"denominator":17609},{"metric":"domain_family_citation_share","surface":"ChatGPT","item":"vercel.app","numerator":4,"denominator":15480},{"metric":"domain_family_citation_share","surface":"Claude","item":"yahoo.co.jp","numerator":2,"denominator":33119},{"metric":"domain_family_citation_share","surface":"Bing Search","item":"yahoo.co.jp","numerator":62,"denominator":14558},{"metric":"domain_family_citation_share","surface":"Bing Copilot","item":"yahoo.co.jp","numerator":14,"denominator":13796},{"metric":"domain_family_citation_share","surface":"Gemini","item":"yahoo.co.jp","numerator":14,"denominator":5059},{"metric":"domain_family_citation_share","surface":"Google Search","item":"yahoo.co.jp","numerator":56,"denominator":20138},{"metric":"domain_family_citation_share","surface":"Google AI Mode","item":"yahoo.co.jp","numerator":17,"denominator":17609},{"metric":"domain_family_citation_share","surface":"Google AI Overview","item":"yahoo.co.jp","numerator":2,"denominator":2634},{"metric":"domain_family_citation_share","surface":"Grok","item":"yahoo.co.jp","numerator":20,"denominator":15576},{"metric":"domain_family_citation_share","surface":"ChatGPT","item":"yahoo.co.jp","numerator":22,"denominator":15480},{"metric":"domain_family_citation_share","surface":"Perplexity","item":"yahoo.co.jp","numerator":61,"denominator":29899},{"metric":"domain_family_citation_share","surface":"Yahoo Japan (auxiliary)","item":"yahoo.co.jp","numerator":17,"denominator":2352},{"metric":"domain_family_citation_share","surface":"Bing Copilot","item":"donga.com","numerator":7,"denominator":13796},{"metric":"domain_family_citation_share","surface":"Google Search","item":"donga.com","numerator":12,"denominator":20138},{"metric":"domain_family_citation_share","surface":"Google AI Mode","item":"donga.com","numerator":21,"denominator":17609},{"metric":"domain_family_citation_share","surface":"Google AI Overview","item":"donga.com","numerator":2,"denominator":2634},{"metric":"domain_family_citation_share","surface":"Google News","item":"donga.com","numerator":217,"denominator":20029},{"metric":"domain_family_citation_share","surface":"Google Short Videos","item":"donga.com","numerator":4,"denominator":16553},{"metric":"domain_family_citation_share","surface":"Grok","item":"donga.com","numerator":13,"denominator":15576},{"metric":"domain_family_citation_share","surface":"NAVER Search","item":"donga.com","numerator":77,"denominator":28883},{"metric":"domain_family_citation_share","surface":"NAVER News","item":"donga.com","numerator":168,"denominator":8729},{"metric":"domain_family_citation_share","surface":"ChatGPT","item":"donga.com","numerator":30,"denominator":15480},{"metric":"domain_family_citation_share","surface":"Perplexity","item":"donga.com","numerator":21,"denominator":29899},{"metric":"domain_family_citation_share","surface":"Claude","item":"substack.com","numerator":2,"denominator":33119},{"metric":"domain_family_citation_share","surface":"Google Search","item":"substack.com","numerator":1,"denominator":20138},{"metric":"domain_family_citation_share","surface":"Google AI Mode","item":"substack.com","numerator":1,"denominator":17609},{"metric":"domain_family_citation_share","surface":"Google News","item":"substack.com","numerator":19,"denominator":20029},{"metric":"domain_family_citation_share","surface":"Grok","item":"substack.com","numerator":1,"denominator":15576},{"metric":"domain_family_citation_share","surface":"Claude","item":"yahoo.com","numerator":6,"denominator":33119},{"metric":"domain_family_citation_share","surface":"Bing Search","item":"yahoo.com","numerator":38,"denominator":14558},{"metric":"domain_family_citation_share","surface":"Bing News","item":"yahoo.com","numerator":2,"denominator":235},{"metric":"domain_family_citation_share","surface":"Google News","item":"yahoo.com","numerator":38,"denominator":20029},{"metric":"domain_family_citation_share","surface":"Grok","item":"yahoo.com","numerator":3,"denominator":15576}],"basis":{"corpus_scope":"자사 런 전체의 인용 소스 행(표면 분모 기준)","n_source_rows":274311,"min_subdomains":2,"n_public_runs":43,"source_module":"domain_families"},"notes":["서브도메인 2개 이상 계열만 패밀리로 계수 — 변형 페이지 처방 없음."],"rows_withheld_min_sample":1,"gates_enforced":["min_denominator"]},{"section":"engine-agreement","status":"refused","reason":"verification_threshold_not_met"},{"section":"surface-change-timeline","status":"published","rows":[{"metric":"surface_change_event","surface":"ChatGPT","scope":"2025-08-07","item":"model_swap_forced","value":"model_swap_forced","unit":"event class","source_url":"https://openai.com/index/introducing-gpt-5/","source_kind":"official_blog"},{"metric":"surface_change_event","surface":"ChatGPT","scope":"2025-11-12","item":"model_snapshot_new","value":"model_snapshot_new","unit":"event class","source_url":"https://openai.com/index/gpt-5-1/","source_kind":"official_blog"},{"metric":"surface_change_event","surface":"ChatGPT","scope":"2026-02-13","item":"model_retire","value":"model_retire","unit":"event class","source_url":"https://help.openai.com/en/articles/6825453-chatgpt-release-notes","source_kind":"release_notes"},{"metric":"surface_change_event","surface":"ChatGPT","scope":"2026-03-11","item":"model_retire","value":"model_retire","unit":"event class","source_url":"https://help.openai.com/en/articles/6825453-chatgpt-release-notes","source_kind":"release_notes"},{"metric":"surface_change_event","surface":"ChatGPT","scope":"2026-04-09","item":"model_swap_forced","value":"model_swap_forced","unit":"event class","source_url":"https://help.openai.com/en/articles/6825453-chatgpt-release-notes","source_kind":"release_notes"},{"metric":"surface_change_event","surface":"ChatGPT","scope":"2026-05-05","item":"model_swap_forced","value":"model_swap_forced","unit":"event class","source_url":"https://help.openai.com/en/articles/6825453-chatgpt-release-notes","source_kind":"release_notes"},{"metric":"surface_change_event","surface":"ChatGPT","scope":"2026-06-12","item":"model_retire","value":"model_retire","unit":"event class","source_url":"https://help.openai.com/en/articles/6825453-chatgpt-release-notes","source_kind":"release_notes"},{"metric":"surface_change_event","surface":"ChatGPT","scope":"2026-07-06","item":"model_swap_forced","value":"model_swap_forced","unit":"event class","source_url":"https://help.openai.com/en/articles/6825453-chatgpt-release-notes","source_kind":"release_notes"},{"metric":"surface_change_event","surface":"Google AI Mode · Google AI Overview","scope":"2025-08-26","item":"spam_update","value":"spam_update","unit":"event class","source_url":"https://status.search.google.com/incidents.json","source_kind":"status_dashboard_json"},{"metric":"surface_change_event","surface":"Google AI Mode · Google AI Overview","scope":"2025-12-11","item":"ranking_update","value":"ranking_update","unit":"event class","source_url":"https://status.search.google.com/incidents.json","source_kind":"status_dashboard_json"},{"metric":"surface_change_event","surface":"Google AI Mode · Google AI Overview","scope":"2026-02-05","item":"ranking_update","value":"ranking_update","unit":"event class","source_url":"https://status.search.google.com/incidents.json","source_kind":"status_dashboard_json"},{"metric":"surface_change_event","surface":"Google AI Mode · Google AI Overview","scope":"2026-03-24","item":"spam_update","value":"spam_update","unit":"event class","source_url":"https://status.search.google.com/incidents.json","source_kind":"status_dashboard_json"},{"metric":"surface_change_event","surface":"Google AI Mode · Google AI Overview","scope":"2026-03-27","item":"ranking_update","value":"ranking_update","unit":"event class","source_url":"https://status.search.google.com/incidents.json","source_kind":"status_dashboard_json"},{"metric":"surface_change_event","surface":"Google AI Mode · Google AI Overview","scope":"2026-05-21","item":"ranking_update","value":"ranking_update","unit":"event class","source_url":"https://status.search.google.com/incidents.json","source_kind":"status_dashboard_json"},{"metric":"surface_change_event","surface":"Google AI Mode · Google AI Overview","scope":"2026-06-24","item":"spam_update","value":"spam_update","unit":"event class","source_url":"https://status.search.google.com/incidents.json","source_kind":"status_dashboard_json"},{"metric":"surface_change_event","surface":"NAVER AI Briefing","scope":"2025-11-24","item":"ranking_update","value":"ranking_update","unit":"event class","source_url":"https://rss.blog.naver.com/naver_search.xml","source_kind":"official_rss"},{"metric":"surface_change_event","surface":"NAVER AI Briefing","scope":"2025-12-11","item":"format_change","value":"format_change","unit":"event class","source_url":"https://rss.blog.naver.com/naver_search.xml","source_kind":"official_rss"},{"metric":"surface_change_event","surface":"NAVER AI Briefing","scope":"2026-02-13","item":"format_change","value":"format_change","unit":"event class","source_url":"https://rss.blog.naver.com/naver_search.xml","source_kind":"official_rss"},{"metric":"surface_change_event","surface":"NAVER AI Briefing","scope":"2026-02-24","item":"surface_retire","value":"surface_retire","unit":"event class","source_url":"https://rss.blog.naver.com/naver_search.xml","source_kind":"official_rss"},{"metric":"surface_change_event","surface":"NAVER AI Briefing","scope":"2026-03-31","item":"format_change","value":"format_change","unit":"event class","source_url":"https://rss.blog.naver.com/naver_search.xml","source_kind":"official_rss"},{"metric":"surface_change_event","surface":"NAVER AI Briefing","scope":"2026-04-28","item":"surface_launch","value":"surface_launch","unit":"event class","source_url":"https://rss.blog.naver.com/naver_search.xml","source_kind":"official_rss"},{"metric":"surface_change_event","surface":"NAVER AI Briefing","scope":"2026-05-07","item":"format_change","value":"format_change","unit":"event class","source_url":"https://rss.blog.naver.com/naver_search.xml","source_kind":"official_rss"},{"metric":"surface_change_event","surface":"NAVER AI Briefing","scope":"2026-06-11","item":"format_change","value":"format_change","unit":"event class","source_url":"https://rss.blog.naver.com/naver_search.xml","source_kind":"official_rss"},{"metric":"surface_change_event","surface":"NAVER AI Briefing","scope":"2026-06-26","item":"surface_launch","value":"surface_launch","unit":"event class","source_url":"https://rss.blog.naver.com/naver_search.xml","source_kind":"official_rss"},{"metric":"surface_change_event","surface":"NAVER AI Briefing","scope":"2026-06-30","item":"format_change","value":"format_change","unit":"event class","source_url":"https://rss.blog.naver.com/naver_search.xml","source_kind":"official_rss"}],"basis":{"corpus_scope":"공급자 공식 발표 등록부(측정 코퍼스 밖)","n_source_rows":25,"source_module":"engine_events"},"notes":["공급자 공식 발표(릴리스노트·상태판·공식 RSS) 기준 연표 — 우리 측정과의 인과 결박 없음."],"rows_withheld_min_sample":0,"gates_enforced":["min_denominator"]},{"section":"fanout-distribution","status":"refused","reason":"pending_publication"},{"section":"jp-query-category-exposure","status":"published","rows":[{"metric":"jp_query_category_ai_overview_display_rate","surface":"Google Search","scope":"JP","item":"상업","numerator":175,"denominator":197},{"metric":"jp_query_category_ai_overview_display_rate","surface":"Google Search","scope":"JP","item":"정보형","numerator":118,"denominator":119}],"basis":{"corpus_scope":"JP 로케일 AI 요약 표출 채널 관측(aio_measured)","n_source_rows":351,"tag_stale":0,"query_set_scope":"JP 50문 봉인 셋","source_module":"jp_query_categories"},"notes":["태그는 질의 원문 해시에 결박 — 질의 개정 시 자동 무효(분리 계수)."],"rows_withheld_min_sample":2,"gates_enforced":["min_denominator"]},{"section":"jp-query-form-exposure","status":"published","rows":[{"metric":"jp_query_form_ai_overview_display_rate","surface":"Google Search","scope":"JP","item":"FAQ","numerator":168,"denominator":190}],"basis":{"corpus_scope":"JP 로케일 AI 요약 표출 채널 관측(aio_measured)","n_source_rows":351,"tag_stale":0,"query_set_scope":"JP 50문 봉인 셋","source_module":"jp_query_forms"},"notes":["태그는 질의 원문 해시에 결박 — 질의 개정 시 자동 무효(분리 계수)."],"rows_withheld_min_sample":5,"gates_enforced":["min_denominator"]},{"section":"naver-citation-ecosystem-split","status":"published","rows":[{"metric":"naver_ai_citation_ecosystem_share","surface":"NAVER AI Briefing","scope":"KR","numerator":4305,"denominator":10608},{"metric":"naver_ai_citation_general_web_share","surface":"NAVER AI Briefing","scope":"KR","numerator":6303,"denominator":10608},{"metric":"naver_ai_citation_distinct_general_web_domains","surface":"NAVER AI Briefing","scope":"KR","value":256,"unit":"domains"}],"basis":{"corpus_scope":"KR 네이버 AI 답변 인용 행","n_source_rows":10608,"source_module":"naver_evidence"},"notes":["생태계 = 네이버 자사 지면, 일반웹 = 그 밖 도메인. 도메인 목록은 공개하지 않고 개수만 싣는다."],"rows_withheld_min_sample":0,"gates_enforced":["min_denominator"]},{"section":"naver-citation-outside-search-top10","status":"published","rows":[{"metric":"ai_citation_url_outside_search_top10","surface":"NAVER AI Briefing","scope":"KR","numerator":5361,"denominator":7069},{"metric":"ai_citation_domain_outside_search_top10","surface":"NAVER AI Briefing","scope":"KR","numerator":4239,"denominator":7069}],"basis":{"corpus_scope":"검색 지면이 같이 관측된 질의의 AI 인용 행","n_source_rows":7069,"top_n":10,"serp_reference_surface":"NAVER Search","source_module":"naver_snippet"},"notes":["같은 런·같은 질의에서 검색 결과와 AI 인용을 조인한 재현 측정 — 검색 순위 밖 인용을 분자로 센다."],"rows_withheld_min_sample":0,"gates_enforced":["min_denominator"]},{"section":"seat-turnover","status":"refused","reason":"pending_publication"},{"section":"ai-citation-serp-overlap","status":"published","rows":[{"metric":"ai_citation_url_present_in_search","scope":"Bing Search","numerator":236,"denominator":10906},{"metric":"ai_citation_domain_present_in_search","scope":"Bing Search","numerator":920,"denominator":10906},{"metric":"ai_citation_url_present_in_search","scope":"Google Search","numerator":309,"denominator":13709},{"metric":"ai_citation_domain_present_in_search","scope":"Google Search","numerator":1525,"denominator":13709},{"metric":"ai_citation_url_present_in_search","scope":"NAVER Search","numerator":199,"denominator":11057},{"metric":"ai_citation_domain_present_in_search","scope":"NAVER Search","numerator":779,"denominator":11057}],"basis":{"corpus_scope":"AI 인용 × 대조 검색 지면 조인 행(같은 인용이 지면 수만큼 대조된다)","n_source_rows":35672,"ai_surface":"ChatGPT","source_module":"serp_alignment"},"notes":["검색 지면과 AI 인용을 같은 질의에서 조인한 겹침 관측 — 검색 백엔드 인덱스 동일성 단정 아님."],"rows_withheld_min_sample":0,"gates_enforced":["min_denominator"]},{"section":"directory-carrier-share","status":"published","rows":[{"metric":"directory_carrier_citation_share","surface":"Bing Copilot","scope":"JP","item":"bengo4.com","numerator":3,"denominator":13796},{"metric":"directory_carrier_citation_share","surface":"ChatGPT","scope":"JP","item":"bengo4.com","numerator":1,"denominator":15480},{"metric":"directory_carrier_citation_share","surface":"Yahoo Japan (auxiliary)","scope":"JP","item":"bengo4.com","numerator":1,"denominator":2352},{"metric":"directory_carrier_citation_share","surface":"Claude","scope":"KR","item":"doctornow.co.kr","numerator":5,"denominator":33119},{"metric":"directory_carrier_citation_share","surface":"Google AI Mode","scope":"KR","item":"doctornow.co.kr","numerator":5,"denominator":17609},{"metric":"directory_carrier_citation_share","surface":"Grok","scope":"KR","item":"doctornow.co.kr","numerator":9,"denominator":15576},{"metric":"directory_carrier_citation_share","surface":"ChatGPT","scope":"KR","item":"doctornow.co.kr","numerator":1,"denominator":15480},{"metric":"directory_carrier_citation_share","surface":"Perplexity","scope":"KR","item":"doctornow.co.kr","numerator":13,"denominator":29899},{"metric":"directory_carrier_citation_share","surface":"Claude","scope":"KR","item":"gangnamunni.com","numerator":6,"denominator":33119},{"metric":"directory_carrier_citation_share","surface":"Google AI Mode","scope":"KR","item":"gangnamunni.com","numerator":19,"denominator":17609},{"metric":"directory_carrier_citation_share","surface":"Grok","scope":"KR","item":"gangnamunni.com","numerator":90,"denominator":15576},{"metric":"directory_carrier_citation_share","surface":"Perplexity","scope":"KR","item":"gangnamunni.com","numerator":19,"denominator":29899},{"metric":"directory_carrier_citation_share","surface":"Claude","scope":"KR","item":"lawtalk.co.kr","numerator":110,"denominator":33119},{"metric":"directory_carrier_citation_share","surface":"Bing Search","scope":"KR","item":"lawtalk.co.kr","numerator":63,"denominator":14558},{"metric":"directory_carrier_citation_share","surface":"Google Search","scope":"KR","item":"lawtalk.co.kr","numerator":142,"denominator":20138},{"metric":"directory_carrier_citation_share","surface":"Google AI Mode","scope":"KR","item":"lawtalk.co.kr","numerator":379,"denominator":17609},{"metric":"directory_carrier_citation_share","surface":"Google AI Overview","scope":"KR","item":"lawtalk.co.kr","numerator":30,"denominator":2634},{"metric":"directory_carrier_citation_share","surface":"Google Short Videos","scope":"KR","item":"lawtalk.co.kr","numerator":911,"denominator":16553},{"metric":"directory_carrier_citation_share","surface":"Grok","scope":"KR","item":"lawtalk.co.kr","numerator":129,"denominator":15576},{"metric":"directory_carrier_citation_share","surface":"NAVER Search","scope":"KR","item":"lawtalk.co.kr","numerator":276,"denominator":28883},{"metric":"directory_carrier_citation_share","surface":"NAVER AI Briefing","scope":"KR","item":"lawtalk.co.kr","numerator":89,"denominator":10608},{"metric":"directory_carrier_citation_share","surface":"ChatGPT","scope":"KR","item":"lawtalk.co.kr","numerator":38,"denominator":15480},{"metric":"directory_carrier_citation_share","surface":"Perplexity","scope":"KR","item":"lawtalk.co.kr","numerator":167,"denominator":29899},{"metric":"directory_carrier_citation_share","surface":"Claude","scope":"KR","item":"modoodoc.com","numerator":4,"denominator":33119},{"metric":"directory_carrier_citation_share","surface":"Google AI Mode","scope":"KR","item":"modoodoc.com","numerator":14,"denominator":17609},{"metric":"directory_carrier_citation_share","surface":"Grok","scope":"KR","item":"modoodoc.com","numerator":9,"denominator":15576},{"metric":"directory_carrier_citation_share","surface":"ChatGPT","scope":"KR","item":"modoodoc.com","numerator":4,"denominator":15480},{"metric":"directory_carrier_citation_share","surface":"Perplexity","scope":"KR","item":"modoodoc.com","numerator":20,"denominator":29899},{"metric":"directory_carrier_citation_share","surface":"Claude","scope":"KR","item":"my-doctor.io","numerator":9,"denominator":33119},{"metric":"directory_carrier_citation_share","surface":"Google AI Mode","scope":"KR","item":"my-doctor.io","numerator":3,"denominator":17609},{"metric":"directory_carrier_citation_share","surface":"Grok","scope":"KR","item":"my-doctor.io","numerator":1,"denominator":15576},{"metric":"directory_carrier_citation_share","surface":"Perplexity","scope":"KR","item":"my-doctor.io","numerator":9,"denominator":29899},{"metric":"directory_carrier_citation_share","surface":"ChatGPT","scope":"US","item":"avvo.com","numerator":2,"denominator":15480},{"metric":"directory_carrier_citation_share","surface":"Claude","scope":"US","item":"chambers.com","numerator":614,"denominator":33119},{"metric":"directory_carrier_citation_share","surface":"Grok","scope":"US","item":"chambers.com","numerator":160,"denominator":15576},{"metric":"directory_carrier_citation_share","surface":"ChatGPT","scope":"US","item":"chambers.com","numerator":1471,"denominator":15480},{"metric":"directory_carrier_citation_share","surface":"Google News","scope":"US","item":"findlaw.com","numerator":1,"denominator":20029},{"metric":"directory_carrier_citation_share","surface":"Grok","scope":"US","item":"findlaw.com","numerator":1,"denominator":15576},{"metric":"directory_carrier_citation_share","surface":"ChatGPT","scope":"US","item":"findlaw.com","numerator":1,"denominator":15480},{"metric":"directory_carrier_citation_share","surface":"Google News","scope":"US","item":"healthgrades.com","numerator":1,"denominator":20029},{"metric":"directory_carrier_citation_share","surface":"Bing Search","scope":"US","item":"yelp.com","numerator":5,"denominator":14558},{"metric":"directory_carrier_citation_share","surface":"Google News","scope":"US","item":"yelp.com","numerator":1,"denominator":20029}],"basis":{"corpus_scope":"자사 런 전체의 인용 소스 행(표면 분모 기준)","n_source_rows":274311,"directory_version":"carrier-dir.v1","n_public_runs":43,"source_module":"carrier_directory"},"notes":["캐리어 판정은 도메인 suffix 규약 — 부분 문자열 매칭 금지.","업종 축은 공개하지 않는다(로스터 역추적 방지)."],"rows_withheld_min_sample":0,"gates_enforced":["min_denominator"]},{"section":"carrier-policy-spectrum","status":"refused","reason":"input_quality_insufficient"},{"section":"cited-page-type-mix","status":"published","rows":[{"metric":"cited_page_type_share","surface":"Claude","item":"article","numerator":9115,"denominator":33119},{"metric":"cited_page_type_share","surface":"Claude","item":"directory_review","numerator":843,"denominator":33119},{"metric":"cited_page_type_share","surface":"Claude","item":"docs_guide","numerator":920,"denominator":33119},{"metric":"cited_page_type_share","surface":"Claude","item":"homepage","numerator":2861,"denominator":33119},{"metric":"cited_page_type_share","surface":"Claude","item":"news","numerator":2961,"denominator":33119},{"metric":"cited_page_type_share","surface":"Claude","item":"other","numerator":14493,"denominator":33119},{"metric":"cited_page_type_share","surface":"Claude","item":"service","numerator":1926,"denominator":33119},{"metric":"cited_page_type_share","surface":"Bing Search","item":"article","numerator":4378,"denominator":14558},{"metric":"cited_page_type_share","surface":"Bing Search","item":"directory_review","numerator":30,"denominator":14558},{"metric":"cited_page_type_share","surface":"Bing Search","item":"docs_guide","numerator":859,"denominator":14558},{"metric":"cited_page_type_share","surface":"Bing Search","item":"homepage","numerator":2085,"denominator":14558},{"metric":"cited_page_type_share","surface":"Bing Search","item":"news","numerator":812,"denominator":14558},{"metric":"cited_page_type_share","surface":"Bing Search","item":"other","numerator":6207,"denominator":14558},{"metric":"cited_page_type_share","surface":"Bing Search","item":"service","numerator":187,"denominator":14558},{"metric":"cited_page_type_share","surface":"Bing Copilot","item":"article","numerator":4937,"denominator":13796},{"metric":"cited_page_type_share","surface":"Bing Copilot","item":"directory_review","numerator":83,"denominator":13796},{"metric":"cited_page_type_share","surface":"Bing Copilot","item":"docs_guide","numerator":408,"denominator":13796},{"metric":"cited_page_type_share","surface":"Bing Copilot","item":"homepage","numerator":1481,"denominator":13796},{"metric":"cited_page_type_share","surface":"Bing Copilot","item":"news","numerator":796,"denominator":13796},{"metric":"cited_page_type_share","surface":"Bing Copilot","item":"other","numerator":5797,"denominator":13796},{"metric":"cited_page_type_share","surface":"Bing Copilot","item":"service","numerator":294,"denominator":13796},{"metric":"cited_page_type_share","surface":"Bing News","item":"article","numerator":26,"denominator":235},{"metric":"cited_page_type_share","surface":"Bing News","item":"docs_guide","numerator":1,"denominator":235},{"metric":"cited_page_type_share","surface":"Bing News","item":"news","numerator":74,"denominator":235},{"metric":"cited_page_type_share","surface":"Bing News","item":"other","numerator":132,"denominator":235},{"metric":"cited_page_type_share","surface":"Bing News","item":"service","numerator":2,"denominator":235},{"metric":"cited_page_type_share","surface":"Gemini","item":"unknown","numerator":5059,"denominator":5059},{"metric":"cited_page_type_share","surface":"Google Search","item":"article","numerator":5550,"denominator":20138},{"metric":"cited_page_type_share","surface":"Google Search","item":"directory_review","numerator":71,"denominator":20138},{"metric":"cited_page_type_share","surface":"Google Search","item":"docs_guide","numerator":423,"denominator":20138},{"metric":"cited_page_type_share","surface":"Google Search","item":"homepage","numerator":1726,"denominator":20138},{"metric":"cited_page_type_share","surface":"Google Search","item":"news","numerator":1486,"denominator":20138},{"metric":"cited_page_type_share","surface":"Google Search","item":"other","numerator":9476,"denominator":20138},{"metric":"cited_page_type_share","surface":"Google Search","item":"service","numerator":1406,"denominator":20138},{"metric":"cited_page_type_share","surface":"Google AI Mode","item":"article","numerator":5136,"denominator":17609},{"metric":"cited_page_type_share","surface":"Google AI Mode","item":"directory_review","numerator":41,"denominator":17609},{"metric":"cited_page_type_share","surface":"Google AI Mode","item":"docs_guide","numerator":326,"denominator":17609},{"metric":"cited_page_type_share","surface":"Google AI Mode","item":"homepage","numerator":1266,"denominator":17609},{"metric":"cited_page_type_share","surface":"Google AI Mode","item":"news","numerator":1343,"denominator":17609},{"metric":"cited_page_type_share","surface":"Google AI Mode","item":"other","numerator":8678,"denominator":17609},{"metric":"cited_page_type_share","surface":"Google AI Mode","item":"service","numerator":819,"denominator":17609},{"metric":"cited_page_type_share","surface":"Google AI Overview","item":"article","numerator":693,"denominator":2634},{"metric":"cited_page_type_share","surface":"Google AI Overview","item":"directory_review","numerator":6,"denominator":2634},{"metric":"cited_page_type_share","surface":"Google AI Overview","item":"docs_guide","numerator":56,"denominator":2634},{"metric":"cited_page_type_share","surface":"Google AI Overview","item":"homepage","numerator":269,"denominator":2634},{"metric":"cited_page_type_share","surface":"Google AI Overview","item":"news","numerator":170,"denominator":2634},{"metric":"cited_page_type_share","surface":"Google AI Overview","item":"other","numerator":1278,"denominator":2634},{"metric":"cited_page_type_share","surface":"Google AI Overview","item":"service","numerator":162,"denominator":2634},{"metric":"cited_page_type_share","surface":"Google News","item":"article","numerator":4292,"denominator":20029},{"metric":"cited_page_type_share","surface":"Google News","item":"directory_review","numerator":5,"denominator":20029},{"metric":"cited_page_type_share","surface":"Google News","item":"docs_guide","numerator":15,"denominator":20029},{"metric":"cited_page_type_share","surface":"Google News","item":"homepage","numerator":7,"denominator":20029},{"metric":"cited_page_type_share","surface":"Google News","item":"news","numerator":10054,"denominator":20029},{"metric":"cited_page_type_share","surface":"Google News","item":"other","numerator":5635,"denominator":20029},{"metric":"cited_page_type_share","surface":"Google News","item":"service","numerator":21,"denominator":20029},{"metric":"cited_page_type_share","surface":"Google Short Videos","item":"article","numerator":689,"denominator":16553},{"metric":"cited_page_type_share","surface":"Google Short Videos","item":"news","numerator":42,"denominator":16553},{"metric":"cited_page_type_share","surface":"Google Short Videos","item":"other","numerator":15808,"denominator":16553},{"metric":"cited_page_type_share","surface":"Google Short Videos","item":"service","numerator":14,"denominator":16553},{"metric":"cited_page_type_share","surface":"Grok","item":"article","numerator":3332,"denominator":15576},{"metric":"cited_page_type_share","surface":"Grok","item":"directory_review","numerator":143,"denominator":15576},{"metric":"cited_page_type_share","surface":"Grok","item":"docs_guide","numerator":333,"denominator":15576},{"metric":"cited_page_type_share","surface":"Grok","item":"homepage","numerator":2487,"denominator":15576},{"metric":"cited_page_type_share","surface":"Grok","item":"news","numerator":913,"denominator":15576},{"metric":"cited_page_type_share","surface":"Grok","item":"other","numerator":6528,"denominator":15576},{"metric":"cited_page_type_share","surface":"Grok","item":"service","numerator":1840,"denominator":15576},{"metric":"cited_page_type_share","surface":"NAVER Search","item":"article","numerator":13686,"denominator":28883},{"metric":"cited_page_type_share","surface":"NAVER Search","item":"directory_review","numerator":3300,"denominator":28883},{"metric":"cited_page_type_share","surface":"NAVER Search","item":"docs_guide","numerator":523,"denominator":28883},{"metric":"cited_page_type_share","surface":"NAVER Search","item":"homepage","numerator":1194,"denominator":28883},{"metric":"cited_page_type_share","surface":"NAVER Search","item":"news","numerator":1544,"denominator":28883},{"metric":"cited_page_type_share","surface":"NAVER Search","item":"other","numerator":8188,"denominator":28883},{"metric":"cited_page_type_share","surface":"NAVER Search","item":"service","numerator":448,"denominator":28883},{"metric":"cited_page_type_share","surface":"NAVER AI Briefing","item":"article","numerator":3701,"denominator":10608},{"metric":"cited_page_type_share","surface":"NAVER AI Briefing","item":"directory_review","numerator":1566,"denominator":10608},{"metric":"cited_page_type_share","surface":"NAVER AI Briefing","item":"docs_guide","numerator":458,"denominator":10608},{"metric":"cited_page_type_share","surface":"NAVER AI Briefing","item":"homepage","numerator":284,"denominator":10608},{"metric":"cited_page_type_share","surface":"NAVER AI Briefing","item":"news","numerator":78,"denominator":10608},{"metric":"cited_page_type_share","surface":"NAVER AI Briefing","item":"other","numerator":4237,"denominator":10608},{"metric":"cited_page_type_share","surface":"NAVER AI Briefing","item":"service","numerator":284,"denominator":10608},{"metric":"cited_page_type_share","surface":"NAVER News","item":"article","numerator":952,"denominator":8729},{"metric":"cited_page_type_share","surface":"NAVER News","item":"homepage","numerator":119,"denominator":8729},{"metric":"cited_page_type_share","surface":"NAVER News","item":"news","numerator":5299,"denominator":8729},{"metric":"cited_page_type_share","surface":"NAVER News","item":"other","numerator":2359,"denominator":8729},{"metric":"cited_page_type_share","surface":"ChatGPT","item":"article","numerator":631,"denominator":15480},{"metric":"cited_page_type_share","surface":"ChatGPT","item":"directory_review","numerator":428,"denominator":15480},{"metric":"cited_page_type_share","surface":"ChatGPT","item":"docs_guide","numerator":1647,"denominator":15480},{"metric":"cited_page_type_share","surface":"ChatGPT","item":"homepage","numerator":2945,"denominator":15480},{"metric":"cited_page_type_share","surface":"ChatGPT","item":"news","numerator":539,"denominator":15480},{"metric":"cited_page_type_share","surface":"ChatGPT","item":"other","numerator":7471,"denominator":15480},{"metric":"cited_page_type_share","surface":"ChatGPT","item":"service","numerator":1819,"denominator":15480},{"metric":"cited_page_type_share","surface":"Perplexity","item":"article","numerator":8265,"denominator":29899},{"metric":"cited_page_type_share","surface":"Perplexity","item":"directory_review","numerator":248,"denominator":29899},{"metric":"cited_page_type_share","surface":"Perplexity","item":"docs_guide","numerator":798,"denominator":29899},{"metric":"cited_page_type_share","surface":"Perplexity","item":"homepage","numerator":2936,"denominator":29899},{"metric":"cited_page_type_share","surface":"Perplexity","item":"news","numerator":1752,"denominator":29899},{"metric":"cited_page_type_share","surface":"Perplexity","item":"other","numerator":13879,"denominator":29899},{"metric":"cited_page_type_share","surface":"Perplexity","item":"service","numerator":2021,"denominator":29899},{"metric":"cited_page_type_share","surface":"Yahoo Japan (auxiliary)","item":"article","numerator":851,"denominator":2352},{"metric":"cited_page_type_share","surface":"Yahoo Japan (auxiliary)","item":"directory_review","numerator":26,"denominator":2352},{"metric":"cited_page_type_share","surface":"Yahoo Japan (auxiliary)","item":"docs_guide","numerator":59,"denominator":2352},{"metric":"cited_page_type_share","surface":"Yahoo Japan (auxiliary)","item":"homepage","numerator":81,"denominator":2352},{"metric":"cited_page_type_share","surface":"Yahoo Japan (auxiliary)","item":"news","numerator":193,"denominator":2352},{"metric":"cited_page_type_share","surface":"Yahoo Japan (auxiliary)","item":"other","numerator":1084,"denominator":2352},{"metric":"cited_page_type_share","surface":"Yahoo Japan (auxiliary)","item":"service","numerator":58,"denominator":2352},{"metric":"cited_page_type_share","surface":"Yahoo Search (US)","item":"article","numerator":155,"denominator":350},{"metric":"cited_page_type_share","surface":"Yahoo Search (US)","item":"directory_review","numerator":6,"denominator":350},{"metric":"cited_page_type_share","surface":"Yahoo Search (US)","item":"docs_guide","numerator":13,"denominator":350},{"metric":"cited_page_type_share","surface":"Yahoo Search (US)","item":"homepage","numerator":17,"denominator":350},{"metric":"cited_page_type_share","surface":"Yahoo Search (US)","item":"news","numerator":7,"denominator":350},{"metric":"cited_page_type_share","surface":"Yahoo Search (US)","item":"other","numerator":142,"denominator":350},{"metric":"cited_page_type_share","surface":"Yahoo Search (US)","item":"service","numerator":10,"denominator":350},{"metric":"cited_page_type_share","surface":"YouTube Search","item":"other","numerator":18617,"denominator":18617}],"basis":{"corpus_scope":"자사 런 전체의 인용 URL 행(업종 축 합산)","n_source_rows":274311,"classes":["homepage","service","article","directory_review","news","docs_guide","other","unknown"],"n_public_runs":43,"source_module":"citation_page_type"},"notes":["페이지 유형은 URL 패턴 결정론 분류 — 사전이 한국 도메인 위주라 미분류(unknown) 버킷을 분모에 남긴다.","업종 축은 합산해 공개한다(로스터 역추적 방지)."],"rows_withheld_min_sample":5,"gates_enforced":["min_denominator"]},{"section":"ecosystem-internalization","status":"refused","reason":"verification_threshold_not_met"},{"section":"surface-citation-slot-profile","status":"published","rows":[{"metric":"zero_citation_response_rate","surface":"Claude","numerator":2071,"denominator":2406},{"metric":"citation_slots_median","surface":"Claude","value":0.0,"unit":"citations (median of per-round medians)"},{"metric":"citation_slots_p90","surface":"Claude","value":0.0,"unit":"citations (median of per-round p90)"},{"metric":"zero_citation_response_rate","surface":"Bing Copilot","numerator":0,"denominator":1591},{"metric":"citation_slots_median","surface":"Bing Copilot","value":9.0,"unit":"citations (median of per-round medians)"},{"metric":"citation_slots_p90","surface":"Bing Copilot","value":9.5,"unit":"citations (median of per-round p90)"},{"metric":"zero_citation_response_rate","surface":"Gemini","numerator":1,"denominator":351},{"metric":"zero_citation_response_rate","surface":"Google AI Mode","numerator":453,"denominator":2658},{"metric":"citation_slots_median","surface":"Google AI Mode","value":8.0,"unit":"citations (median of per-round medians)"},{"metric":"citation_slots_p90","surface":"Google AI Mode","value":11.0,"unit":"citations (median of per-round p90)"},{"metric":"zero_citation_response_rate","surface":"Grok","numerator":42,"denominator":2677},{"metric":"citation_slots_median","surface":"Grok","value":5.0,"unit":"citations (median of per-round medians)"},{"metric":"citation_slots_p90","surface":"Grok","value":7.0,"unit":"citations (median of per-round p90)"},{"metric":"zero_citation_response_rate","surface":"NAVER AI Briefing","numerator":7,"denominator":2951},{"metric":"citation_slots_median","surface":"NAVER AI Briefing","value":4.0,"unit":"citations (median of per-round medians)"},{"metric":"citation_slots_p90","surface":"NAVER AI Briefing","value":5.0,"unit":"citations (median of per-round p90)"},{"metric":"zero_citation_response_rate","surface":"ChatGPT","numerator":114,"denominator":2635},{"metric":"citation_slots_median","surface":"ChatGPT","value":6.0,"unit":"citations (median of per-round medians)"},{"metric":"citation_slots_p90","surface":"ChatGPT","value":10.0,"unit":"citations (median of per-round p90)"},{"metric":"zero_citation_response_rate","surface":"Perplexity","numerator":0,"denominator":2734},{"metric":"citation_slots_median","surface":"Perplexity","value":10.0,"unit":"citations (median of per-round medians)"},{"metric":"citation_slots_p90","surface":"Perplexity","value":10.0,"unit":"citations (median of per-round p90)"}],"basis":{"corpus_scope":"자사 런의 표면별 응답 지문 행","n_source_rows":228,"n_public_rounds":42,"min_rounds_for_median":3,"source_module":"engine_fingerprint"},"notes":["무인용률 = 인용 0개로 끝난 응답 / 유효 응답. 관측 채널·파싱 방식은 공개하지 않는다."],"rows_withheld_min_sample":0,"gates_enforced":["min_denominator","min_rounds"]},{"section":"external-published-baselines","status":"published","rows":[{"metric":"external_published_baseline","surface":"NAVER AI Briefing","scope":"2026-06-16","item":"cited_content_ugc_share","value":"70%","unit":"nasmedia 나스리포트(네이버 서치 부문장 공식 발표 인용)","source_note":"네이버 공식 발표 수치 — 집계 모집단·기간 비공개. 자체 격자 인용 실측과 직접 비교 금지, KR 채널 믹스 해석 기준선만"},{"metric":"external_published_baseline","surface":"NAVER AI Briefing","scope":"2026-06-29","item":"citation_source_naver_ecosystem_share","value":"90.5%","unit":"seonews 102키워드 실측 기사","source_note":"102키워드 표본·단일 시점 — 자체 격자(질의셋·표면 상이)와 직접 비교 금지. b1 실측(cited 0/343)과 정합하는 방향 기저선"},{"metric":"external_published_baseline","surface":"NAVER AI Briefing","scope":"2026-06-29","item":"citation_source_community_share","value":"65.5%","unit":"seonews 102키워드 실측 기사","source_note":"citation_page_type.py directory_review 버킷(커뮤니티 간이 편입)과 대응 — 분류 기준 상이, 방향 대조만"},{"metric":"external_published_baseline","surface":"NAVER AI Briefing","scope":"2026-06-29","item":"citation_source_external_share","value":"9.5%","unit":"seonews 102키워드 실측 기사","source_note":"외부 사이트 인용이 구조적으로 희소하다는 방향 기저선 — 자사·고객 도메인 제로 인용 해석 시 '우리만 0'이 아니라 기저선 자체가 낮음을 병기"}],"basis":{"corpus_scope":"제3자 공개 기준선 등록부(측정 코퍼스 밖)","n_source_rows":4,"n_baselines":4,"source_module":"external_baselines"},"notes":["제3자가 공개한 수치 — 우리 실측과 표면·모집단이 달라 직접 비교하지 않는다(방향 기준선)."],"rows_withheld_min_sample":0,"gates_enforced":["min_denominator"]},{"section":"hub-domain-ranking","status":"published","rows":[{"metric":"hub_domain_surface_breadth","item":"lawtimes.co.kr","numerator":2639,"denominator":235228,"value":12,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"hankyung.com","numerator":2172,"denominator":235228,"value":12,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"legaltimes.co.kr","numerator":2163,"denominator":235228,"value":12,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"magazine.hankyung.com","numerator":903,"denominator":235228,"value":12,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"zdnet.co.kr","numerator":755,"denominator":235228,"value":12,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"biz.chosun.com","numerator":688,"denominator":235228,"value":12,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"ditoday.com","numerator":559,"denominator":235228,"value":12,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"ajunews.com","numerator":461,"denominator":235228,"value":12,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"mt.co.kr","numerator":200,"denominator":235228,"value":12,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"youtube.com","numerator":28488,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"lawtalk.co.kr","numerator":2323,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"kimchang.com","numerator":2302,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"v.daum.net","numerator":2278,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"citeangle.com","numerator":1679,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"leeko.com","numerator":1648,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"brunch.co.kr","numerator":1456,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"next-t.co.kr","numerator":1380,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"openads.co.kr","numerator":1359,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"zestcompany.co.kr","numerator":1200,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"daeryunlaw.com","numerator":1154,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"daeryunlaw-comp.com","numerator":1014,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"ranketai.com","numerator":977,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"i-boss.co.kr","numerator":969,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"investchosun.com","numerator":801,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"ai.idearabbit.co.kr","numerator":747,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"developers.google.com","numerator":743,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"kmong.com","numerator":715,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"law.go.kr","numerator":588,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"mk.co.kr","numerator":539,"denominator":235228,"value":11,"unit":"surfaces"},{"metric":"hub_domain_surface_breadth","item":"ebiweb.co.kr","numerator":494,"denominator":235228,"value":11,"unit":"surfaces"}],"basis":{"corpus_scope":"KR 로케일 인용 행","n_source_rows":235228,"source_module":"hub_domain_leverage"},"notes":[],"rows_withheld_min_sample":0,"gates_enforced":["min_denominator"]},{"section":"jp-source-class-mix","status":"published","rows":[{"metric":"jp_source_class_share","surface":"Bing Search","scope":"JP","item":"encyclopedia","numerator":133,"denominator":3462},{"metric":"jp_source_class_share","surface":"Bing Search","scope":"JP","item":"press","numerator":60,"denominator":3462},{"metric":"jp_source_class_share","surface":"Bing Search","scope":"JP","item":"ugc","numerator":14,"denominator":3462},{"metric":"jp_source_unclassified_share","surface":"Bing Search","scope":"JP","numerator":3255,"denominator":3462},{"metric":"jp_source_class_share","surface":"Bing Copilot","scope":"JP","item":"press","numerator":49,"denominator":3395},{"metric":"jp_source_class_share","surface":"Bing Copilot","scope":"JP","item":"ugc","numerator":192,"denominator":3395},{"metric":"jp_source_unclassified_share","surface":"Bing Copilot","scope":"JP","numerator":3154,"denominator":3395},{"metric":"jp_source_class_share","surface":"Gemini","scope":"JP","item":"press","numerator":368,"denominator":5059},{"metric":"jp_source_class_share","surface":"Gemini","scope":"JP","item":"ugc","numerator":121,"denominator":5059},{"metric":"jp_source_unclassified_share","surface":"Gemini","scope":"JP","numerator":4570,"denominator":5059},{"metric":"jp_source_class_share","surface":"Google Search","scope":"JP","item":"encyclopedia","numerator":1,"denominator":3133},{"metric":"jp_source_class_share","surface":"Google Search","scope":"JP","item":"press","numerator":49,"denominator":3133},{"metric":"jp_source_class_share","surface":"Google Search","scope":"JP","item":"ugc","numerator":66,"denominator":3133},{"metric":"jp_source_unclassified_share","surface":"Google Search","scope":"JP","numerator":3017,"denominator":3133},{"metric":"jp_source_class_share","surface":"Google AI Mode","scope":"JP","item":"press","numerator":61,"denominator":2810},{"metric":"jp_source_class_share","surface":"Google AI Mode","scope":"JP","item":"ugc","numerator":74,"denominator":2810},{"metric":"jp_source_unclassified_share","surface":"Google AI Mode","scope":"JP","numerator":2675,"denominator":2810},{"metric":"jp_source_class_share","surface":"Google AI Overview","scope":"JP","item":"press","numerator":6,"denominator":292},{"metric":"jp_source_class_share","surface":"Google AI Overview","scope":"JP","item":"ugc","numerator":5,"denominator":292},{"metric":"jp_source_unclassified_share","surface":"Google AI Overview","scope":"JP","numerator":281,"denominator":292},{"metric":"jp_source_class_share","surface":"Grok","scope":"JP","item":"encyclopedia","numerator":4,"denominator":2661},{"metric":"jp_source_class_share","surface":"Grok","scope":"JP","item":"press","numerator":102,"denominator":2661},{"metric":"jp_source_class_share","surface":"Grok","scope":"JP","item":"ugc","numerator":31,"denominator":2661},{"metric":"jp_source_unclassified_share","surface":"Grok","scope":"JP","numerator":2524,"denominator":2661},{"metric":"jp_source_class_share","surface":"ChatGPT","scope":"JP","item":"press","numerator":103,"denominator":2228},{"metric":"jp_source_unclassified_share","surface":"ChatGPT","scope":"JP","numerator":2125,"denominator":2228},{"metric":"jp_source_class_share","surface":"Perplexity","scope":"JP","item":"encyclopedia","numerator":7,"denominator":4915},{"metric":"jp_source_class_share","surface":"Perplexity","scope":"JP","item":"press","numerator":198,"denominator":4915},{"metric":"jp_source_class_share","surface":"Perplexity","scope":"JP","item":"ugc","numerator":200,"denominator":4915},{"metric":"jp_source_unclassified_share","surface":"Perplexity","scope":"JP","numerator":4510,"denominator":4915},{"metric":"jp_source_class_share","surface":"Yahoo Japan (auxiliary)","scope":"JP","item":"press","numerator":43,"denominator":2352},{"metric":"jp_source_class_share","surface":"Yahoo Japan (auxiliary)","scope":"JP","item":"ugc","numerator":168,"denominator":2352},{"metric":"jp_source_unclassified_share","surface":"Yahoo Japan (auxiliary)","scope":"JP","numerator":2141,"denominator":2352}],"basis":{"corpus_scope":"JP 로케일 유효 관측의 인용 행","n_source_rows":30421,"n_citation_rows":30421,"source_module":"jp_source_ecology"},"notes":["사전은 실측 확인 도메인만 등재 — 미등재는 미분류로 분리 계수하고 분모에 남긴다(커버리지 한계 공시)."],"rows_withheld_min_sample":7,"gates_enforced":["min_denominator"]},{"section":"source-surface-type-mix","status":"published","rows":[{"metric":"source_surface_type_share","surface":"Bing Search","scope":"JP","item":"analyst","numerator":0,"denominator":3462},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"JP","item":"b2b_portal","numerator":1,"denominator":3462},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"JP","item":"code_repository","numerator":0,"denominator":3462},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"JP","item":"encyclopedia","numerator":0,"denominator":3462},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"JP","item":"news","numerator":27,"denominator":3462},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"JP","item":"professional_network","numerator":0,"denominator":3462},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"JP","item":"qa","numerator":0,"denominator":3462},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"JP","item":"ugc","numerator":92,"denominator":3462},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"JP","item":"wiki","numerator":222,"denominator":3462},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"JP","item":"analyst","numerator":0,"denominator":3395},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"JP","item":"b2b_portal","numerator":28,"denominator":3395},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"JP","item":"code_repository","numerator":0,"denominator":3395},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"JP","item":"encyclopedia","numerator":0,"denominator":3395},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"JP","item":"news","numerator":0,"denominator":3395},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"JP","item":"professional_network","numerator":0,"denominator":3395},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"JP","item":"qa","numerator":0,"denominator":3395},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"JP","item":"ugc","numerator":191,"denominator":3395},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"JP","item":"wiki","numerator":0,"denominator":3395},{"metric":"source_surface_type_share","surface":"Gemini","scope":"JP","item":"analyst","numerator":0,"denominator":5059},{"metric":"source_surface_type_share","surface":"Gemini","scope":"JP","item":"b2b_portal","numerator":30,"denominator":5059},{"metric":"source_surface_type_share","surface":"Gemini","scope":"JP","item":"code_repository","numerator":0,"denominator":5059},{"metric":"source_surface_type_share","surface":"Gemini","scope":"JP","item":"encyclopedia","numerator":0,"denominator":5059},{"metric":"source_surface_type_share","surface":"Gemini","scope":"JP","item":"news","numerator":0,"denominator":5059},{"metric":"source_surface_type_share","surface":"Gemini","scope":"JP","item":"professional_network","numerator":0,"denominator":5059},{"metric":"source_surface_type_share","surface":"Gemini","scope":"JP","item":"qa","numerator":0,"denominator":5059},{"metric":"source_surface_type_share","surface":"Gemini","scope":"JP","item":"ugc","numerator":158,"denominator":5059},{"metric":"source_surface_type_share","surface":"Gemini","scope":"JP","item":"wiki","numerator":0,"denominator":5059},{"metric":"source_surface_type_share","surface":"Google Search","scope":"JP","item":"analyst","numerator":0,"denominator":3133},{"metric":"source_surface_type_share","surface":"Google Search","scope":"JP","item":"b2b_portal","numerator":33,"denominator":3133},{"metric":"source_surface_type_share","surface":"Google Search","scope":"JP","item":"code_repository","numerator":0,"denominator":3133},{"metric":"source_surface_type_share","surface":"Google Search","scope":"JP","item":"encyclopedia","numerator":0,"denominator":3133},{"metric":"source_surface_type_share","surface":"Google Search","scope":"JP","item":"news","numerator":6,"denominator":3133},{"metric":"source_surface_type_share","surface":"Google Search","scope":"JP","item":"professional_network","numerator":0,"denominator":3133},{"metric":"source_surface_type_share","surface":"Google Search","scope":"JP","item":"qa","numerator":27,"denominator":3133},{"metric":"source_surface_type_share","surface":"Google Search","scope":"JP","item":"ugc","numerator":108,"denominator":3133},{"metric":"source_surface_type_share","surface":"Google Search","scope":"JP","item":"wiki","numerator":1,"denominator":3133},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"JP","item":"analyst","numerator":0,"denominator":2810},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"JP","item":"b2b_portal","numerator":12,"denominator":2810},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"JP","item":"code_repository","numerator":0,"denominator":2810},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"JP","item":"encyclopedia","numerator":0,"denominator":2810},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"JP","item":"news","numerator":7,"denominator":2810},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"JP","item":"professional_network","numerator":0,"denominator":2810},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"JP","item":"qa","numerator":0,"denominator":2810},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"JP","item":"ugc","numerator":84,"denominator":2810},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"JP","item":"wiki","numerator":0,"denominator":2810},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"JP","item":"analyst","numerator":0,"denominator":292},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"JP","item":"b2b_portal","numerator":1,"denominator":292},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"JP","item":"code_repository","numerator":0,"denominator":292},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"JP","item":"encyclopedia","numerator":0,"denominator":292},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"JP","item":"news","numerator":1,"denominator":292},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"JP","item":"professional_network","numerator":0,"denominator":292},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"JP","item":"qa","numerator":0,"denominator":292},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"JP","item":"ugc","numerator":6,"denominator":292},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"JP","item":"wiki","numerator":1,"denominator":292},{"metric":"source_surface_type_share","surface":"Grok","scope":"JP","item":"analyst","numerator":0,"denominator":2661},{"metric":"source_surface_type_share","surface":"Grok","scope":"JP","item":"b2b_portal","numerator":20,"denominator":2661},{"metric":"source_surface_type_share","surface":"Grok","scope":"JP","item":"code_repository","numerator":0,"denominator":2661},{"metric":"source_surface_type_share","surface":"Grok","scope":"JP","item":"encyclopedia","numerator":0,"denominator":2661},{"metric":"source_surface_type_share","surface":"Grok","scope":"JP","item":"news","numerator":11,"denominator":2661},{"metric":"source_surface_type_share","surface":"Grok","scope":"JP","item":"professional_network","numerator":0,"denominator":2661},{"metric":"source_surface_type_share","surface":"Grok","scope":"JP","item":"qa","numerator":0,"denominator":2661},{"metric":"source_surface_type_share","surface":"Grok","scope":"JP","item":"ugc","numerator":42,"denominator":2661},{"metric":"source_surface_type_share","surface":"Grok","scope":"JP","item":"wiki","numerator":4,"denominator":2661},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"JP","item":"analyst","numerator":0,"denominator":2228},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"JP","item":"b2b_portal","numerator":4,"denominator":2228},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"JP","item":"code_repository","numerator":0,"denominator":2228},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"JP","item":"encyclopedia","numerator":0,"denominator":2228},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"JP","item":"news","numerator":0,"denominator":2228},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"JP","item":"professional_network","numerator":0,"denominator":2228},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"JP","item":"qa","numerator":0,"denominator":2228},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"JP","item":"ugc","numerator":0,"denominator":2228},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"JP","item":"wiki","numerator":0,"denominator":2228},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"JP","item":"analyst","numerator":0,"denominator":4915},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"JP","item":"b2b_portal","numerator":10,"denominator":4915},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"JP","item":"code_repository","numerator":0,"denominator":4915},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"JP","item":"encyclopedia","numerator":0,"denominator":4915},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"JP","item":"news","numerator":25,"denominator":4915},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"JP","item":"professional_network","numerator":0,"denominator":4915},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"JP","item":"qa","numerator":0,"denominator":4915},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"JP","item":"ugc","numerator":213,"denominator":4915},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"JP","item":"wiki","numerator":7,"denominator":4915},{"metric":"source_surface_type_share","surface":"Yahoo Japan (auxiliary)","scope":"JP","item":"analyst","numerator":0,"denominator":2352},{"metric":"source_surface_type_share","surface":"Yahoo Japan (auxiliary)","scope":"JP","item":"b2b_portal","numerator":15,"denominator":2352},{"metric":"source_surface_type_share","surface":"Yahoo Japan (auxiliary)","scope":"JP","item":"code_repository","numerator":0,"denominator":2352},{"metric":"source_surface_type_share","surface":"Yahoo Japan (auxiliary)","scope":"JP","item":"encyclopedia","numerator":0,"denominator":2352},{"metric":"source_surface_type_share","surface":"Yahoo Japan (auxiliary)","scope":"JP","item":"news","numerator":3,"denominator":2352},{"metric":"source_surface_type_share","surface":"Yahoo Japan (auxiliary)","scope":"JP","item":"professional_network","numerator":0,"denominator":2352},{"metric":"source_surface_type_share","surface":"Yahoo Japan (auxiliary)","scope":"JP","item":"qa","numerator":0,"denominator":2352},{"metric":"source_surface_type_share","surface":"Yahoo Japan (auxiliary)","scope":"JP","item":"ugc","numerator":168,"denominator":2352},{"metric":"source_surface_type_share","surface":"Yahoo Japan (auxiliary)","scope":"JP","item":"wiki","numerator":0,"denominator":2352},{"metric":"source_surface_type_share","surface":"Claude","scope":"KR","item":"analyst","numerator":0,"denominator":33025},{"metric":"source_surface_type_share","surface":"Claude","scope":"KR","item":"b2b_portal","numerator":0,"denominator":33025},{"metric":"source_surface_type_share","surface":"Claude","scope":"KR","item":"code_repository","numerator":0,"denominator":33025},{"metric":"source_surface_type_share","surface":"Claude","scope":"KR","item":"encyclopedia","numerator":0,"denominator":33025},{"metric":"source_surface_type_share","surface":"Claude","scope":"KR","item":"news","numerator":0,"denominator":33025},{"metric":"source_surface_type_share","surface":"Claude","scope":"KR","item":"professional_network","numerator":0,"denominator":33025},{"metric":"source_surface_type_share","surface":"Claude","scope":"KR","item":"qa","numerator":0,"denominator":33025},{"metric":"source_surface_type_share","surface":"Claude","scope":"KR","item":"ugc","numerator":0,"denominator":33025},{"metric":"source_surface_type_share","surface":"Claude","scope":"KR","item":"wiki","numerator":1271,"denominator":33025},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"KR","item":"analyst","numerator":0,"denominator":10608},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"KR","item":"b2b_portal","numerator":0,"denominator":10608},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"KR","item":"code_repository","numerator":0,"denominator":10608},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"KR","item":"encyclopedia","numerator":0,"denominator":10608},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"KR","item":"news","numerator":0,"denominator":10608},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"KR","item":"professional_network","numerator":0,"denominator":10608},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"KR","item":"qa","numerator":13,"denominator":10608},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"KR","item":"ugc","numerator":1798,"denominator":10608},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"KR","item":"wiki","numerator":66,"denominator":10608},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"KR","item":"analyst","numerator":0,"denominator":9868},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"KR","item":"b2b_portal","numerator":0,"denominator":9868},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"KR","item":"code_repository","numerator":0,"denominator":9868},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"KR","item":"encyclopedia","numerator":0,"denominator":9868},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"KR","item":"news","numerator":0,"denominator":9868},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"KR","item":"professional_network","numerator":0,"denominator":9868},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"KR","item":"qa","numerator":12,"denominator":9868},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"KR","item":"ugc","numerator":1172,"denominator":9868},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"KR","item":"wiki","numerator":63,"denominator":9868},{"metric":"source_surface_type_share","surface":"Google Search","scope":"KR","item":"analyst","numerator":0,"denominator":16578},{"metric":"source_surface_type_share","surface":"Google Search","scope":"KR","item":"b2b_portal","numerator":0,"denominator":16578},{"metric":"source_surface_type_share","surface":"Google Search","scope":"KR","item":"code_repository","numerator":0,"denominator":16578},{"metric":"source_surface_type_share","surface":"Google Search","scope":"KR","item":"encyclopedia","numerator":0,"denominator":16578},{"metric":"source_surface_type_share","surface":"Google Search","scope":"KR","item":"news","numerator":0,"denominator":16578},{"metric":"source_surface_type_share","surface":"Google Search","scope":"KR","item":"professional_network","numerator":0,"denominator":16578},{"metric":"source_surface_type_share","surface":"Google Search","scope":"KR","item":"qa","numerator":0,"denominator":16578},{"metric":"source_surface_type_share","surface":"Google Search","scope":"KR","item":"ugc","numerator":1448,"denominator":16578},{"metric":"source_surface_type_share","surface":"Google Search","scope":"KR","item":"wiki","numerator":189,"denominator":16578},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"KR","item":"analyst","numerator":0,"denominator":14055},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"KR","item":"b2b_portal","numerator":0,"denominator":14055},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"KR","item":"code_repository","numerator":0,"denominator":14055},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"KR","item":"encyclopedia","numerator":0,"denominator":14055},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"KR","item":"news","numerator":0,"denominator":14055},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"KR","item":"professional_network","numerator":0,"denominator":14055},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"KR","item":"qa","numerator":0,"denominator":14055},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"KR","item":"ugc","numerator":1009,"denominator":14055},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"KR","item":"wiki","numerator":128,"denominator":14055},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"KR","item":"analyst","numerator":0,"denominator":1983},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"KR","item":"b2b_portal","numerator":0,"denominator":1983},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"KR","item":"code_repository","numerator":0,"denominator":1983},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"KR","item":"encyclopedia","numerator":0,"denominator":1983},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"KR","item":"news","numerator":0,"denominator":1983},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"KR","item":"professional_network","numerator":0,"denominator":1983},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"KR","item":"qa","numerator":0,"denominator":1983},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"KR","item":"ugc","numerator":121,"denominator":1983},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"KR","item":"wiki","numerator":22,"denominator":1983},{"metric":"source_surface_type_share","surface":"Google News","scope":"KR","item":"analyst","numerator":0,"denominator":17354},{"metric":"source_surface_type_share","surface":"Google News","scope":"KR","item":"b2b_portal","numerator":0,"denominator":17354},{"metric":"source_surface_type_share","surface":"Google News","scope":"KR","item":"code_repository","numerator":0,"denominator":17354},{"metric":"source_surface_type_share","surface":"Google News","scope":"KR","item":"encyclopedia","numerator":0,"denominator":17354},{"metric":"source_surface_type_share","surface":"Google News","scope":"KR","item":"news","numerator":0,"denominator":17354},{"metric":"source_surface_type_share","surface":"Google News","scope":"KR","item":"professional_network","numerator":0,"denominator":17354},{"metric":"source_surface_type_share","surface":"Google News","scope":"KR","item":"qa","numerator":0,"denominator":17354},{"metric":"source_surface_type_share","surface":"Google News","scope":"KR","item":"ugc","numerator":0,"denominator":17354},{"metric":"source_surface_type_share","surface":"Google News","scope":"KR","item":"wiki","numerator":0,"denominator":17354},{"metric":"source_surface_type_share","surface":"Google Short Videos","scope":"KR","item":"analyst","numerator":0,"denominator":15953},{"metric":"source_surface_type_share","surface":"Google Short Videos","scope":"KR","item":"b2b_portal","numerator":0,"denominator":15953},{"metric":"source_surface_type_share","surface":"Google Short Videos","scope":"KR","item":"code_repository","numerator":0,"denominator":15953},{"metric":"source_surface_type_share","surface":"Google Short Videos","scope":"KR","item":"encyclopedia","numerator":0,"denominator":15953},{"metric":"source_surface_type_share","surface":"Google Short Videos","scope":"KR","item":"news","numerator":0,"denominator":15953},{"metric":"source_surface_type_share","surface":"Google Short Videos","scope":"KR","item":"professional_network","numerator":0,"denominator":15953},{"metric":"source_surface_type_share","surface":"Google Short Videos","scope":"KR","item":"qa","numerator":0,"denominator":15953},{"metric":"source_surface_type_share","surface":"Google Short Videos","scope":"KR","item":"ugc","numerator":32,"denominator":15953},{"metric":"source_surface_type_share","surface":"Google Short Videos","scope":"KR","item":"wiki","numerator":0,"denominator":15953},{"metric":"source_surface_type_share","surface":"Grok","scope":"KR","item":"analyst","numerator":0,"denominator":12626},{"metric":"source_surface_type_share","surface":"Grok","scope":"KR","item":"b2b_portal","numerator":0,"denominator":12626},{"metric":"source_surface_type_share","surface":"Grok","scope":"KR","item":"code_repository","numerator":0,"denominator":12626},{"metric":"source_surface_type_share","surface":"Grok","scope":"KR","item":"encyclopedia","numerator":0,"denominator":12626},{"metric":"source_surface_type_share","surface":"Grok","scope":"KR","item":"news","numerator":0,"denominator":12626},{"metric":"source_surface_type_share","surface":"Grok","scope":"KR","item":"professional_network","numerator":0,"denominator":12626},{"metric":"source_surface_type_share","surface":"Grok","scope":"KR","item":"qa","numerator":0,"denominator":12626},{"metric":"source_surface_type_share","surface":"Grok","scope":"KR","item":"ugc","numerator":549,"denominator":12626},{"metric":"source_surface_type_share","surface":"Grok","scope":"KR","item":"wiki","numerator":127,"denominator":12626},{"metric":"source_surface_type_share","surface":"NAVER Search","scope":"KR","item":"analyst","numerator":0,"denominator":28883},{"metric":"source_surface_type_share","surface":"NAVER Search","scope":"KR","item":"b2b_portal","numerator":0,"denominator":28883},{"metric":"source_surface_type_share","surface":"NAVER Search","scope":"KR","item":"code_repository","numerator":0,"denominator":28883},{"metric":"source_surface_type_share","surface":"NAVER Search","scope":"KR","item":"encyclopedia","numerator":0,"denominator":28883},{"metric":"source_surface_type_share","surface":"NAVER Search","scope":"KR","item":"news","numerator":0,"denominator":28883},{"metric":"source_surface_type_share","surface":"NAVER Search","scope":"KR","item":"professional_network","numerator":0,"denominator":28883},{"metric":"source_surface_type_share","surface":"NAVER Search","scope":"KR","item":"qa","numerator":0,"denominator":28883},{"metric":"source_surface_type_share","surface":"NAVER Search","scope":"KR","item":"ugc","numerator":14707,"denominator":28883},{"metric":"source_surface_type_share","surface":"NAVER Search","scope":"KR","item":"wiki","numerator":257,"denominator":28883},{"metric":"source_surface_type_share","surface":"NAVER AI Briefing","scope":"KR","item":"analyst","numerator":0,"denominator":10608},{"metric":"source_surface_type_share","surface":"NAVER AI Briefing","scope":"KR","item":"b2b_portal","numerator":0,"denominator":10608},{"metric":"source_surface_type_share","surface":"NAVER AI Briefing","scope":"KR","item":"code_repository","numerator":0,"denominator":10608},{"metric":"source_surface_type_share","surface":"NAVER AI Briefing","scope":"KR","item":"encyclopedia","numerator":0,"denominator":10608},{"metric":"source_surface_type_share","surface":"NAVER AI Briefing","scope":"KR","item":"news","numerator":0,"denominator":10608},{"metric":"source_surface_type_share","surface":"NAVER AI Briefing","scope":"KR","item":"professional_network","numerator":0,"denominator":10608},{"metric":"source_surface_type_share","surface":"NAVER AI Briefing","scope":"KR","item":"qa","numerator":384,"denominator":10608},{"metric":"source_surface_type_share","surface":"NAVER AI Briefing","scope":"KR","item":"ugc","numerator":3789,"denominator":10608},{"metric":"source_surface_type_share","surface":"NAVER AI Briefing","scope":"KR","item":"wiki","numerator":288,"denominator":10608},{"metric":"source_surface_type_share","surface":"NAVER News","scope":"KR","item":"analyst","numerator":0,"denominator":8729},{"metric":"source_surface_type_share","surface":"NAVER News","scope":"KR","item":"b2b_portal","numerator":0,"denominator":8729},{"metric":"source_surface_type_share","surface":"NAVER News","scope":"KR","item":"code_repository","numerator":0,"denominator":8729},{"metric":"source_surface_type_share","surface":"NAVER News","scope":"KR","item":"encyclopedia","numerator":0,"denominator":8729},{"metric":"source_surface_type_share","surface":"NAVER News","scope":"KR","item":"news","numerator":189,"denominator":8729},{"metric":"source_surface_type_share","surface":"NAVER News","scope":"KR","item":"professional_network","numerator":0,"denominator":8729},{"metric":"source_surface_type_share","surface":"NAVER News","scope":"KR","item":"qa","numerator":0,"denominator":8729},{"metric":"source_surface_type_share","surface":"NAVER News","scope":"KR","item":"ugc","numerator":0,"denominator":8729},{"metric":"source_surface_type_share","surface":"NAVER News","scope":"KR","item":"wiki","numerator":0,"denominator":8729},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"KR","item":"analyst","numerator":0,"denominator":12966},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"KR","item":"b2b_portal","numerator":0,"denominator":12966},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"KR","item":"code_repository","numerator":0,"denominator":12966},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"KR","item":"encyclopedia","numerator":0,"denominator":12966},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"KR","item":"news","numerator":0,"denominator":12966},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"KR","item":"professional_network","numerator":0,"denominator":12966},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"KR","item":"qa","numerator":0,"denominator":12966},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"KR","item":"ugc","numerator":1,"denominator":12966},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"KR","item":"wiki","numerator":0,"denominator":12966},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"KR","item":"analyst","numerator":0,"denominator":24225},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"KR","item":"b2b_portal","numerator":0,"denominator":24225},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"KR","item":"code_repository","numerator":0,"denominator":24225},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"KR","item":"encyclopedia","numerator":0,"denominator":24225},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"KR","item":"news","numerator":0,"denominator":24225},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"KR","item":"professional_network","numerator":0,"denominator":24225},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"KR","item":"qa","numerator":11,"denominator":24225},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"KR","item":"ugc","numerator":1827,"denominator":24225},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"KR","item":"wiki","numerator":233,"denominator":24225},{"metric":"source_surface_type_share","surface":"YouTube Search","scope":"KR","item":"analyst","numerator":0,"denominator":17767},{"metric":"source_surface_type_share","surface":"YouTube Search","scope":"KR","item":"b2b_portal","numerator":0,"denominator":17767},{"metric":"source_surface_type_share","surface":"YouTube Search","scope":"KR","item":"code_repository","numerator":0,"denominator":17767},{"metric":"source_surface_type_share","surface":"YouTube Search","scope":"KR","item":"encyclopedia","numerator":0,"denominator":17767},{"metric":"source_surface_type_share","surface":"YouTube Search","scope":"KR","item":"news","numerator":0,"denominator":17767},{"metric":"source_surface_type_share","surface":"YouTube Search","scope":"KR","item":"professional_network","numerator":0,"denominator":17767},{"metric":"source_surface_type_share","surface":"YouTube Search","scope":"KR","item":"qa","numerator":0,"denominator":17767},{"metric":"source_surface_type_share","surface":"YouTube Search","scope":"KR","item":"ugc","numerator":0,"denominator":17767},{"metric":"source_surface_type_share","surface":"YouTube Search","scope":"KR","item":"wiki","numerator":0,"denominator":17767},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"US","item":"analyst","numerator":0,"denominator":488},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"US","item":"b2b_portal","numerator":0,"denominator":488},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"US","item":"code_repository","numerator":0,"denominator":488},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"US","item":"encyclopedia","numerator":0,"denominator":488},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"US","item":"news","numerator":0,"denominator":488},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"US","item":"professional_network","numerator":0,"denominator":488},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"US","item":"qa","numerator":0,"denominator":488},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"US","item":"ugc","numerator":0,"denominator":488},{"metric":"source_surface_type_share","surface":"Bing Search","scope":"US","item":"wiki","numerator":17,"denominator":488},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"US","item":"analyst","numerator":0,"denominator":533},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"US","item":"b2b_portal","numerator":3,"denominator":533},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"US","item":"code_repository","numerator":0,"denominator":533},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"US","item":"encyclopedia","numerator":0,"denominator":533},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"US","item":"news","numerator":14,"denominator":533},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"US","item":"professional_network","numerator":13,"denominator":533},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"US","item":"qa","numerator":0,"denominator":533},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"US","item":"ugc","numerator":3,"denominator":533},{"metric":"source_surface_type_share","surface":"Bing Copilot","scope":"US","item":"wiki","numerator":1,"denominator":533},{"metric":"source_surface_type_share","surface":"Bing News","scope":"US","item":"analyst","numerator":0,"denominator":227},{"metric":"source_surface_type_share","surface":"Bing News","scope":"US","item":"b2b_portal","numerator":0,"denominator":227},{"metric":"source_surface_type_share","surface":"Bing News","scope":"US","item":"code_repository","numerator":0,"denominator":227},{"metric":"source_surface_type_share","surface":"Bing News","scope":"US","item":"encyclopedia","numerator":0,"denominator":227},{"metric":"source_surface_type_share","surface":"Bing News","scope":"US","item":"news","numerator":81,"denominator":227},{"metric":"source_surface_type_share","surface":"Bing News","scope":"US","item":"professional_network","numerator":0,"denominator":227},{"metric":"source_surface_type_share","surface":"Bing News","scope":"US","item":"qa","numerator":0,"denominator":227},{"metric":"source_surface_type_share","surface":"Bing News","scope":"US","item":"ugc","numerator":0,"denominator":227},{"metric":"source_surface_type_share","surface":"Bing News","scope":"US","item":"wiki","numerator":0,"denominator":227},{"metric":"source_surface_type_share","surface":"Google Search","scope":"US","item":"analyst","numerator":0,"denominator":427},{"metric":"source_surface_type_share","surface":"Google Search","scope":"US","item":"b2b_portal","numerator":1,"denominator":427},{"metric":"source_surface_type_share","surface":"Google Search","scope":"US","item":"code_repository","numerator":0,"denominator":427},{"metric":"source_surface_type_share","surface":"Google Search","scope":"US","item":"encyclopedia","numerator":0,"denominator":427},{"metric":"source_surface_type_share","surface":"Google Search","scope":"US","item":"news","numerator":10,"denominator":427},{"metric":"source_surface_type_share","surface":"Google Search","scope":"US","item":"professional_network","numerator":13,"denominator":427},{"metric":"source_surface_type_share","surface":"Google Search","scope":"US","item":"qa","numerator":3,"denominator":427},{"metric":"source_surface_type_share","surface":"Google Search","scope":"US","item":"ugc","numerator":32,"denominator":427},{"metric":"source_surface_type_share","surface":"Google Search","scope":"US","item":"wiki","numerator":5,"denominator":427},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"US","item":"analyst","numerator":0,"denominator":744},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"US","item":"b2b_portal","numerator":0,"denominator":744},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"US","item":"code_repository","numerator":0,"denominator":744},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"US","item":"encyclopedia","numerator":0,"denominator":744},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"US","item":"news","numerator":17,"denominator":744},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"US","item":"professional_network","numerator":15,"denominator":744},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"US","item":"qa","numerator":5,"denominator":744},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"US","item":"ugc","numerator":21,"denominator":744},{"metric":"source_surface_type_share","surface":"Google AI Mode","scope":"US","item":"wiki","numerator":1,"denominator":744},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"US","item":"analyst","numerator":0,"denominator":359},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"US","item":"b2b_portal","numerator":0,"denominator":359},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"US","item":"code_repository","numerator":0,"denominator":359},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"US","item":"encyclopedia","numerator":0,"denominator":359},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"US","item":"news","numerator":7,"denominator":359},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"US","item":"professional_network","numerator":8,"denominator":359},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"US","item":"qa","numerator":3,"denominator":359},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"US","item":"ugc","numerator":16,"denominator":359},{"metric":"source_surface_type_share","surface":"Google AI Overview","scope":"US","item":"wiki","numerator":1,"denominator":359},{"metric":"source_surface_type_share","surface":"Google News","scope":"US","item":"analyst","numerator":1,"denominator":2675},{"metric":"source_surface_type_share","surface":"Google News","scope":"US","item":"b2b_portal","numerator":0,"denominator":2675},{"metric":"source_surface_type_share","surface":"Google News","scope":"US","item":"code_repository","numerator":0,"denominator":2675},{"metric":"source_surface_type_share","surface":"Google News","scope":"US","item":"encyclopedia","numerator":0,"denominator":2675},{"metric":"source_surface_type_share","surface":"Google News","scope":"US","item":"news","numerator":318,"denominator":2675},{"metric":"source_surface_type_share","surface":"Google News","scope":"US","item":"professional_network","numerator":0,"denominator":2675},{"metric":"source_surface_type_share","surface":"Google News","scope":"US","item":"qa","numerator":0,"denominator":2675},{"metric":"source_surface_type_share","surface":"Google News","scope":"US","item":"ugc","numerator":6,"denominator":2675},{"metric":"source_surface_type_share","surface":"Google News","scope":"US","item":"wiki","numerator":0,"denominator":2675},{"metric":"source_surface_type_share","surface":"Google Short Videos","scope":"US","item":"analyst","numerator":0,"denominator":588},{"metric":"source_surface_type_share","surface":"Google Short Videos","scope":"US","item":"b2b_portal","numerator":0,"denominator":588},{"metric":"source_surface_type_share","surface":"Google Short Videos","scope":"US","item":"code_repository","numerator":0,"denominator":588},{"metric":"source_surface_type_share","surface":"Google Short Videos","scope":"US","item":"encyclopedia","numerator":0,"denominator":588},{"metric":"source_surface_type_share","surface":"Google Short Videos","scope":"US","item":"news","numerator":0,"denominator":588},{"metric":"source_surface_type_share","surface":"Google Short Videos","scope":"US","item":"professional_network","numerator":105,"denominator":588},{"metric":"source_surface_type_share","surface":"Google Short Videos","scope":"US","item":"qa","numerator":0,"denominator":588},{"metric":"source_surface_type_share","surface":"Google Short Videos","scope":"US","item":"ugc","numerator":7,"denominator":588},{"metric":"source_surface_type_share","surface":"Google Short Videos","scope":"US","item":"wiki","numerator":0,"denominator":588},{"metric":"source_surface_type_share","surface":"Grok","scope":"US","item":"analyst","numerator":0,"denominator":289},{"metric":"source_surface_type_share","surface":"Grok","scope":"US","item":"b2b_portal","numerator":4,"denominator":289},{"metric":"source_surface_type_share","surface":"Grok","scope":"US","item":"code_repository","numerator":0,"denominator":289},{"metric":"source_surface_type_share","surface":"Grok","scope":"US","item":"encyclopedia","numerator":0,"denominator":289},{"metric":"source_surface_type_share","surface":"Grok","scope":"US","item":"news","numerator":8,"denominator":289},{"metric":"source_surface_type_share","surface":"Grok","scope":"US","item":"professional_network","numerator":3,"denominator":289},{"metric":"source_surface_type_share","surface":"Grok","scope":"US","item":"qa","numerator":0,"denominator":289},{"metric":"source_surface_type_share","surface":"Grok","scope":"US","item":"ugc","numerator":10,"denominator":289},{"metric":"source_surface_type_share","surface":"Grok","scope":"US","item":"wiki","numerator":1,"denominator":289},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"US","item":"analyst","numerator":0,"denominator":286},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"US","item":"b2b_portal","numerator":1,"denominator":286},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"US","item":"code_repository","numerator":0,"denominator":286},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"US","item":"encyclopedia","numerator":0,"denominator":286},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"US","item":"news","numerator":2,"denominator":286},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"US","item":"professional_network","numerator":0,"denominator":286},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"US","item":"qa","numerator":0,"denominator":286},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"US","item":"ugc","numerator":0,"denominator":286},{"metric":"source_surface_type_share","surface":"ChatGPT","scope":"US","item":"wiki","numerator":1,"denominator":286},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"US","item":"analyst","numerator":0,"denominator":759},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"US","item":"b2b_portal","numerator":0,"denominator":759},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"US","item":"code_repository","numerator":1,"denominator":759},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"US","item":"encyclopedia","numerator":0,"denominator":759},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"US","item":"news","numerator":19,"denominator":759},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"US","item":"professional_network","numerator":21,"denominator":759},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"US","item":"qa","numerator":0,"denominator":759},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"US","item":"ugc","numerator":31,"denominator":759},{"metric":"source_surface_type_share","surface":"Perplexity","scope":"US","item":"wiki","numerator":4,"denominator":759},{"metric":"source_surface_type_share","surface":"Yahoo Search (US)","scope":"US","item":"analyst","numerator":0,"denominator":350},{"metric":"source_surface_type_share","surface":"Yahoo Search (US)","scope":"US","item":"b2b_portal","numerator":4,"denominator":350},{"metric":"source_surface_type_share","surface":"Yahoo Search (US)","scope":"US","item":"code_repository","numerator":0,"denominator":350},{"metric":"source_surface_type_share","surface":"Yahoo Search (US)","scope":"US","item":"encyclopedia","numerator":0,"denominator":350},{"metric":"source_surface_type_share","surface":"Yahoo Search (US)","scope":"US","item":"news","numerator":11,"denominator":350},{"metric":"source_surface_type_share","surface":"Yahoo Search (US)","scope":"US","item":"professional_network","numerator":11,"denominator":350},{"metric":"source_surface_type_share","surface":"Yahoo Search (US)","scope":"US","item":"qa","numerator":0,"denominator":350},{"metric":"source_surface_type_share","surface":"Yahoo Search (US)","scope":"US","item":"ugc","numerator":0,"denominator":350},{"metric":"source_surface_type_share","surface":"Yahoo Search (US)","scope":"US","item":"wiki","numerator":1,"denominator":350},{"metric":"source_surface_type_share","surface":"YouTube Search","scope":"US","item":"analyst","numerator":0,"denominator":836},{"metric":"source_surface_type_share","surface":"YouTube Search","scope":"US","item":"b2b_portal","numerator":0,"denominator":836},{"metric":"source_surface_type_share","surface":"YouTube Search","scope":"US","item":"code_repository","numerator":0,"denominator":836},{"metric":"source_surface_type_share","surface":"YouTube Search","scope":"US","item":"encyclopedia","numerator":0,"denominator":836},{"metric":"source_surface_type_share","surface":"YouTube Search","scope":"US","item":"news","numerator":0,"denominator":836},{"metric":"source_surface_type_share","surface":"YouTube Search","scope":"US","item":"professional_network","numerator":0,"denominator":836},{"metric":"source_surface_type_share","surface":"YouTube Search","scope":"US","item":"qa","numerator":0,"denominator":836},{"metric":"source_surface_type_share","surface":"YouTube Search","scope":"US","item":"ugc","numerator":0,"denominator":836},{"metric":"source_surface_type_share","surface":"YouTube Search","scope":"US","item":"wiki","numerator":0,"denominator":836}],"basis":{"corpus_scope":"자사 런 전체의 인용 소스 행(로케일·표면 분리)","n_source_rows":274311,"source_module":"source_surfaces"},"notes":["표면 유형은 도메인 사전 결정론 분류 — 미등재 도메인은 어느 유형에도 가산하지 않고 분모에만 남는다."],"rows_withheld_min_sample":54,"gates_enforced":["min_denominator"]},{"section":"ugc-class-share","status":"published","rows":[{"metric":"ugc_class_citation_share","surface":"Claude","item":"brunch","numerator":266,"denominator":33119},{"metric":"ugc_class_citation_share","surface":"Claude","item":"clien","numerator":42,"denominator":33119},{"metric":"ugc_class_citation_share","surface":"Claude","item":"dcinside","numerator":6,"denominator":33119},{"metric":"ugc_class_citation_share","surface":"Claude","item":"fmkorea","numerator":7,"denominator":33119},{"metric":"ugc_class_citation_share","surface":"Claude","item":"github","numerator":24,"denominator":33119},{"metric":"ugc_class_citation_share","surface":"Claude","item":"linkedin","numerator":91,"denominator":33119},{"metric":"ugc_class_citation_share","surface":"Claude","item":"medium","numerator":48,"denominator":33119},{"metric":"ugc_class_citation_share","surface":"Claude","item":"namuwiki","numerator":1036,"denominator":33119},{"metric":"ugc_class_citation_share","surface":"Claude","item":"note_jp","numerator":1,"denominator":33119},{"metric":"ugc_class_citation_share","surface":"Claude","item":"quora","numerator":5,"denominator":33119},{"metric":"ugc_class_citation_share","surface":"Claude","item":"velog","numerator":5,"denominator":33119},{"metric":"ugc_class_citation_share","surface":"Claude","item":"wikipedia","numerator":238,"denominator":33119},{"metric":"ugc_class_citation_share","surface":"Claude","item":"x_twitter","numerator":24,"denominator":33119},{"metric":"ugc_class_citation_share","surface":"Claude","item":"youtube","numerator":76,"denominator":33119},{"metric":"ugc_class_citation_share","surface":"Bing Search","item":"brunch","numerator":78,"denominator":14558},{"metric":"ugc_class_citation_share","surface":"Bing Search","item":"clien","numerator":2,"denominator":14558},{"metric":"ugc_class_citation_share","surface":"Bing Search","item":"dcinside","numerator":1,"denominator":14558},{"metric":"ugc_class_citation_share","surface":"Bing Search","item":"fmkorea","numerator":4,"denominator":14558},{"metric":"ugc_class_citation_share","surface":"Bing Search","item":"github","numerator":14,"denominator":14558},{"metric":"ugc_class_citation_share","surface":"Bing Search","item":"linkedin","numerator":18,"denominator":14558},{"metric":"ugc_class_citation_share","surface":"Bing Search","item":"medium","numerator":1,"denominator":14558},{"metric":"ugc_class_citation_share","surface":"Bing Search","item":"namuwiki","numerator":45,"denominator":14558},{"metric":"ugc_class_citation_share","surface":"Bing Search","item":"naver_blog","numerator":874,"denominator":14558},{"metric":"ugc_class_citation_share","surface":"Bing Search","item":"naver_kin","numerator":23,"denominator":14558},{"metric":"ugc_class_citation_share","surface":"Bing Search","item":"note_jp","numerator":14,"denominator":14558},{"metric":"ugc_class_citation_share","surface":"Bing Search","item":"reddit","numerator":78,"denominator":14558},{"metric":"ugc_class_citation_share","surface":"Bing Search","item":"stackoverflow","numerator":26,"denominator":14558},{"metric":"ugc_class_citation_share","surface":"Bing Search","item":"tistory","numerator":924,"denominator":14558},{"metric":"ugc_class_citation_share","surface":"Bing Search","item":"wikipedia","numerator":260,"denominator":14558},{"metric":"ugc_class_citation_share","surface":"Bing Search","item":"x_twitter","numerator":11,"denominator":14558},{"metric":"ugc_class_citation_share","surface":"Bing Search","item":"youtube","numerator":69,"denominator":14558},{"metric":"ugc_class_citation_share","surface":"Bing Copilot","item":"brunch","numerator":22,"denominator":13796},{"metric":"ugc_class_citation_share","surface":"Bing Copilot","item":"clien","numerator":7,"denominator":13796},{"metric":"ugc_class_citation_share","surface":"Bing Copilot","item":"dcinside","numerator":14,"denominator":13796},{"metric":"ugc_class_citation_share","surface":"Bing Copilot","item":"github","numerator":7,"denominator":13796},{"metric":"ugc_class_citation_share","surface":"Bing Copilot","item":"hatena","numerator":7,"denominator":13796},{"metric":"ugc_class_citation_share","surface":"Bing Copilot","item":"linkedin","numerator":51,"denominator":13796},{"metric":"ugc_class_citation_share","surface":"Bing Copilot","item":"medium","numerator":2,"denominator":13796},{"metric":"ugc_class_citation_share","surface":"Bing Copilot","item":"namuwiki","numerator":51,"denominator":13796},{"metric":"ugc_class_citation_share","surface":"Bing Copilot","item":"naver_blog","numerator":576,"denominator":13796},{"metric":"ugc_class_citation_share","surface":"Bing Copilot","item":"naver_kin","numerator":18,"denominator":13796},{"metric":"ugc_class_citation_share","surface":"Bing Copilot","item":"note_jp","numerator":193,"denominator":13796},{"metric":"ugc_class_citation_share","surface":"Bing Copilot","item":"qiita","numerator":22,"denominator":13796},{"metric":"ugc_class_citation_share","surface":"Bing Copilot","item":"reddit","numerator":1,"denominator":13796},{"metric":"ugc_class_citation_share","surface":"Bing Copilot","item":"tistory","numerator":596,"denominator":13796},{"metric":"ugc_class_citation_share","surface":"Bing Copilot","item":"velog","numerator":18,"denominator":13796},{"metric":"ugc_class_citation_share","surface":"Bing Copilot","item":"wikipedia","numerator":13,"denominator":13796},{"metric":"ugc_class_citation_share","surface":"Bing Copilot","item":"youtube","numerator":220,"denominator":13796},{"metric":"ugc_class_citation_share","surface":"Gemini","item":"github","numerator":3,"denominator":5059},{"metric":"ugc_class_citation_share","surface":"Gemini","item":"hatena","numerator":3,"denominator":5059},{"metric":"ugc_class_citation_share","surface":"Gemini","item":"medium","numerator":4,"denominator":5059},{"metric":"ugc_class_citation_share","surface":"Gemini","item":"note_jp","numerator":120,"denominator":5059},{"metric":"ugc_class_citation_share","surface":"Gemini","item":"qiita","numerator":17,"denominator":5059},{"metric":"ugc_class_citation_share","surface":"Gemini","item":"reddit","numerator":38,"denominator":5059},{"metric":"ugc_class_citation_share","surface":"Gemini","item":"wikipedia","numerator":7,"denominator":5059},{"metric":"ugc_class_citation_share","surface":"Gemini","item":"youtube","numerator":208,"denominator":5059},{"metric":"ugc_class_citation_share","surface":"Gemini","item":"zenn","numerator":17,"denominator":5059},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"brunch","numerator":25,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"clien","numerator":38,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"linkedin","numerator":233,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"medium","numerator":5,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"namuwiki","numerator":174,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"naver_blog","numerator":956,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"naver_kin","numerator":22,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"note_jp","numerator":68,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"qiita","numerator":1,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"quora","numerator":3,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"reddit","numerator":391,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"stackoverflow","numerator":1,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"tistory","numerator":171,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"velog","numerator":1,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"wikipedia","numerator":21,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"x_twitter","numerator":5,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"yahoo_chiebukuro","numerator":27,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"youtube","numerator":1273,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google Search","item":"zenn","numerator":1,"denominator":20138},{"metric":"ugc_class_citation_share","surface":"Google AI Mode","item":"brunch","numerator":26,"denominator":17609},{"metric":"ugc_class_citation_share","surface":"Google AI Mode","item":"clien","numerator":7,"denominator":17609},{"metric":"ugc_class_citation_share","surface":"Google AI Mode","item":"linkedin","numerator":125,"denominator":17609},{"metric":"ugc_class_citation_share","surface":"Google AI Mode","item":"medium","numerator":5,"denominator":17609},{"metric":"ugc_class_citation_share","surface":"Google AI Mode","item":"namuwiki","numerator":110,"denominator":17609},{"metric":"ugc_class_citation_share","surface":"Google AI Mode","item":"naver_blog","numerator":850,"denominator":17609},{"metric":"ugc_class_citation_share","surface":"Google AI Mode","item":"naver_kin","numerator":11,"denominator":17609},{"metric":"ugc_class_citation_share","surface":"Google AI Mode","item":"note_jp","numerator":74,"denominator":17609},{"metric":"ugc_class_citation_share","surface":"Google AI Mode","item":"qiita","numerator":2,"denominator":17609},{"metric":"ugc_class_citation_share","surface":"Google AI Mode","item":"quora","numerator":5,"denominator":17609},{"metric":"ugc_class_citation_share","surface":"Google AI Mode","item":"reddit","numerator":133,"denominator":17609},{"metric":"ugc_class_citation_share","surface":"Google AI Mode","item":"tistory","numerator":52,"denominator":17609},{"metric":"ugc_class_citation_share","surface":"Google AI Mode","item":"wikipedia","numerator":19,"denominator":17609},{"metric":"ugc_class_citation_share","surface":"Google AI Mode","item":"x_twitter","numerator":3,"denominator":17609},{"metric":"ugc_class_citation_share","surface":"Google AI Mode","item":"youtube","numerator":1891,"denominator":17609},{"metric":"ugc_class_citation_share","surface":"Google AI Mode","item":"zenn","numerator":1,"denominator":17609},{"metric":"ugc_class_citation_share","surface":"Google AI Overview","item":"brunch","numerator":4,"denominator":2634},{"metric":"ugc_class_citation_share","surface":"Google AI Overview","item":"clien","numerator":2,"denominator":2634},{"metric":"ugc_class_citation_share","surface":"Google AI Overview","item":"linkedin","numerator":19,"denominator":2634},{"metric":"ugc_class_citation_share","surface":"Google AI Overview","item":"medium","numerator":4,"denominator":2634},{"metric":"ugc_class_citation_share","surface":"Google AI Overview","item":"namuwiki","numerator":14,"denominator":2634},{"metric":"ugc_class_citation_share","surface":"Google AI Overview","item":"naver_blog","numerator":105,"denominator":2634},{"metric":"ugc_class_citation_share","surface":"Google AI Overview","item":"note_jp","numerator":5,"denominator":2634},{"metric":"ugc_class_citation_share","surface":"Google AI Overview","item":"quora","numerator":3,"denominator":2634},{"metric":"ugc_class_citation_share","surface":"Google AI Overview","item":"reddit","numerator":20,"denominator":2634},{"metric":"ugc_class_citation_share","surface":"Google AI Overview","item":"tistory","numerator":10,"denominator":2634},{"metric":"ugc_class_citation_share","surface":"Google AI Overview","item":"wikipedia","numerator":10,"denominator":2634},{"metric":"ugc_class_citation_share","surface":"Google AI Overview","item":"x_twitter","numerator":2,"denominator":2634},{"metric":"ugc_class_citation_share","surface":"Google AI Overview","item":"youtube","numerator":349,"denominator":2634},{"metric":"ugc_class_citation_share","surface":"Google News","item":"brunch","numerator":600,"denominator":20029},{"metric":"ugc_class_citation_share","surface":"Google News","item":"medium","numerator":8,"denominator":20029},{"metric":"ugc_class_citation_share","surface":"Google News","item":"x_twitter","numerator":2,"denominator":20029},{"metric":"ugc_class_citation_share","surface":"Google Short Videos","item":"linkedin","numerator":154,"denominator":16553},{"metric":"ugc_class_citation_share","surface":"Google Short Videos","item":"reddit","numerator":39,"denominator":16553},{"metric":"ugc_class_citation_share","surface":"Google Short Videos","item":"x_twitter","numerator":8,"denominator":16553},{"metric":"ugc_class_citation_share","surface":"Google Short Videos","item":"youtube","numerator":5638,"denominator":16553},{"metric":"ugc_class_citation_share","surface":"Grok","item":"brunch","numerator":156,"denominator":15576},{"metric":"ugc_class_citation_share","surface":"Grok","item":"clien","numerator":38,"denominator":15576},{"metric":"ugc_class_citation_share","surface":"Grok","item":"dcinside","numerator":3,"denominator":15576},{"metric":"ugc_class_citation_share","surface":"Grok","item":"github","numerator":1,"denominator":15576},{"metric":"ugc_class_citation_share","surface":"Grok","item":"linkedin","numerator":69,"denominator":15576},{"metric":"ugc_class_citation_share","surface":"Grok","item":"medium","numerator":15,"denominator":15576},{"metric":"ugc_class_citation_share","surface":"Grok","item":"namuwiki","numerator":100,"denominator":15576},{"metric":"ugc_class_citation_share","surface":"Grok","item":"naver_blog","numerator":429,"denominator":15576},{"metric":"ugc_class_citation_share","surface":"Grok","item":"note_jp","numerator":31,"denominator":15576},{"metric":"ugc_class_citation_share","surface":"Grok","item":"qiita","numerator":2,"denominator":15576},{"metric":"ugc_class_citation_share","surface":"Grok","item":"quora","numerator":4,"denominator":15576},{"metric":"ugc_class_citation_share","surface":"Grok","item":"reddit","numerator":96,"denominator":15576},{"metric":"ugc_class_citation_share","surface":"Grok","item":"stackoverflow","numerator":1,"denominator":15576},{"metric":"ugc_class_citation_share","surface":"Grok","item":"tistory","numerator":44,"denominator":15576},{"metric":"ugc_class_citation_share","surface":"Grok","item":"wikipedia","numerator":32,"denominator":15576},{"metric":"ugc_class_citation_share","surface":"Grok","item":"x_twitter","numerator":1,"denominator":15576},{"metric":"ugc_class_citation_share","surface":"Grok","item":"youtube","numerator":457,"denominator":15576},{"metric":"ugc_class_citation_share","surface":"NAVER Search","item":"brunch","numerator":21,"denominator":28883},{"metric":"ugc_class_citation_share","surface":"NAVER Search","item":"dcinside","numerator":62,"denominator":28883},{"metric":"ugc_class_citation_share","surface":"NAVER Search","item":"github","numerator":14,"denominator":28883},{"metric":"ugc_class_citation_share","surface":"NAVER Search","item":"namuwiki","numerator":208,"denominator":28883},{"metric":"ugc_class_citation_share","surface":"NAVER Search","item":"naver_blog","numerator":11397,"denominator":28883},{"metric":"ugc_class_citation_share","surface":"NAVER Search","item":"naver_cafe","numerator":3255,"denominator":28883},{"metric":"ugc_class_citation_share","surface":"NAVER Search","item":"tistory","numerator":55,"denominator":28883},{"metric":"ugc_class_citation_share","surface":"NAVER Search","item":"wikipedia","numerator":49,"denominator":28883},{"metric":"ugc_class_citation_share","surface":"NAVER Search","item":"youtube","numerator":161,"denominator":28883},{"metric":"ugc_class_citation_share","surface":"NAVER AI Briefing","item":"brunch","numerator":48,"denominator":10608},{"metric":"ugc_class_citation_share","surface":"NAVER AI Briefing","item":"namuwiki","numerator":243,"denominator":10608},{"metric":"ugc_class_citation_share","surface":"NAVER AI Briefing","item":"naver_blog","numerator":2617,"denominator":10608},{"metric":"ugc_class_citation_share","surface":"NAVER AI Briefing","item":"naver_cafe","numerator":1172,"denominator":10608},{"metric":"ugc_class_citation_share","surface":"NAVER AI Briefing","item":"naver_kin","numerator":384,"denominator":10608},{"metric":"ugc_class_citation_share","surface":"NAVER AI Briefing","item":"velog","numerator":7,"denominator":10608},{"metric":"ugc_class_citation_share","surface":"NAVER AI Briefing","item":"wikipedia","numerator":45,"denominator":10608},{"metric":"ugc_class_citation_share","surface":"ChatGPT","item":"github","numerator":5,"denominator":15480},{"metric":"ugc_class_citation_share","surface":"ChatGPT","item":"linkedin","numerator":3,"denominator":15480},{"metric":"ugc_class_citation_share","surface":"ChatGPT","item":"tistory","numerator":1,"denominator":15480},{"metric":"ugc_class_citation_share","surface":"ChatGPT","item":"wikipedia","numerator":1,"denominator":15480},{"metric":"ugc_class_citation_share","surface":"Perplexity","item":"brunch","numerator":210,"denominator":29899},{"metric":"ugc_class_citation_share","surface":"Perplexity","item":"clien","numerator":36,"denominator":29899},{"metric":"ugc_class_citation_share","surface":"Perplexity","item":"github","numerator":8,"denominator":29899},{"metric":"ugc_class_citation_share","surface":"Perplexity","item":"hatena","numerator":8,"denominator":29899},{"metric":"ugc_class_citation_share","surface":"Perplexity","item":"linkedin","numerator":104,"denominator":29899},{"metric":"ugc_class_citation_share","surface":"Perplexity","item":"medium","numerator":4,"denominator":29899},{"metric":"ugc_class_citation_share","surface":"Perplexity","item":"namuwiki","numerator":181,"denominator":29899},{"metric":"ugc_class_citation_share","surface":"Perplexity","item":"naver_blog","numerator":1335,"denominator":29899},{"metric":"ugc_class_citation_share","surface":"Perplexity","item":"naver_kin","numerator":11,"denominator":29899},{"metric":"ugc_class_citation_share","surface":"Perplexity","item":"note_jp","numerator":212,"denominator":29899},{"metric":"ugc_class_citation_share","surface":"Perplexity","item":"qiita","numerator":7,"denominator":29899},{"metric":"ugc_class_citation_share","surface":"Perplexity","item":"reddit","numerator":199,"denominator":29899},{"metric":"ugc_class_citation_share","surface":"Perplexity","item":"tistory","numerator":334,"denominator":29899},{"metric":"ugc_class_citation_share","surface":"Perplexity","item":"velog","numerator":1,"denominator":29899},{"metric":"ugc_class_citation_share","surface":"Perplexity","item":"wikipedia","numerator":63,"denominator":29899},{"metric":"ugc_class_citation_share","surface":"Perplexity","item":"youtube","numerator":1376,"denominator":29899},{"metric":"ugc_class_citation_share","surface":"Perplexity","item":"zenn","numerator":5,"denominator":29899},{"metric":"ugc_class_citation_share","surface":"Yahoo Japan (auxiliary)","item":"github","numerator":7,"denominator":2352},{"metric":"ugc_class_citation_share","surface":"Yahoo Japan (auxiliary)","item":"hatena","numerator":1,"denominator":2352},{"metric":"ugc_class_citation_share","surface":"Yahoo Japan (auxiliary)","item":"note_jp","numerator":168,"denominator":2352},{"metric":"ugc_class_citation_share","surface":"Yahoo Japan (auxiliary)","item":"qiita","numerator":27,"denominator":2352},{"metric":"ugc_class_citation_share","surface":"Yahoo Search (US)","item":"linkedin","numerator":11,"denominator":350},{"metric":"ugc_class_citation_share","surface":"Yahoo Search (US)","item":"note_jp","numerator":1,"denominator":350},{"metric":"ugc_class_citation_share","surface":"Yahoo Search (US)","item":"wikipedia","numerator":1,"denominator":350},{"metric":"ugc_class_citation_share","surface":"Yahoo Search (US)","item":"youtube","numerator":2,"denominator":350},{"metric":"ugc_class_citation_share","surface":"YouTube Search","item":"youtube","numerator":18617,"denominator":18617}],"basis":{"corpus_scope":"자사 런 전체의 인용 소스 행(표면 분모 기준)","n_source_rows":274311,"n_classes":26,"n_public_runs":43,"source_module":"ugc_classes"},"notes":["자사 질의셋(B2B·KR/JP 편중) 한정 관측 — 다른 시장으로 일반화하지 않는다."],"rows_withheld_min_sample":2,"gates_enforced":["min_denominator"]},{"section":"cited-url-asset-class-mix","status":"published","rows":[{"metric":"cited_url_asset_class_share","surface":"Claude","item":"benchmark","numerator":10,"denominator":33119},{"metric":"cited_url_asset_class_share","surface":"Claude","item":"dataset","numerator":458,"denominator":33119},{"metric":"cited_url_asset_class_share","surface":"Claude","item":"ranking_directory","numerator":2475,"denominator":33119},{"metric":"cited_url_asset_class_share","surface":"Claude","item":"report_library","numerator":90,"denominator":33119},{"metric":"cited_url_asset_class_share","surface":"Claude","item":"statistics","numerator":110,"denominator":33119},{"metric":"cited_url_asset_class_share","surface":"Claude","item":"tool_checker","numerator":179,"denominator":33119},{"metric":"cited_url_asset_class_share","surface":"Claude","item":"unclassified","numerator":29797,"denominator":33119},{"metric":"cited_url_asset_class_share","surface":"Bing Search","item":"benchmark","numerator":20,"denominator":14558},{"metric":"cited_url_asset_class_share","surface":"Bing Search","item":"dataset","numerator":44,"denominator":14558},{"metric":"cited_url_asset_class_share","surface":"Bing Search","item":"ranking_directory","numerator":512,"denominator":14558},{"metric":"cited_url_asset_class_share","surface":"Bing Search","item":"report_library","numerator":192,"denominator":14558},{"metric":"cited_url_asset_class_share","surface":"Bing Search","item":"statistics","numerator":15,"denominator":14558},{"metric":"cited_url_asset_class_share","surface":"Bing Search","item":"tool_checker","numerator":56,"denominator":14558},{"metric":"cited_url_asset_class_share","surface":"Bing Search","item":"unclassified","numerator":13719,"denominator":14558},{"metric":"cited_url_asset_class_share","surface":"Bing Copilot","item":"benchmark","numerator":16,"denominator":13796},{"metric":"cited_url_asset_class_share","surface":"Bing Copilot","item":"dataset","numerator":38,"denominator":13796},{"metric":"cited_url_asset_class_share","surface":"Bing Copilot","item":"ranking_directory","numerator":773,"denominator":13796},{"metric":"cited_url_asset_class_share","surface":"Bing Copilot","item":"report_library","numerator":148,"denominator":13796},{"metric":"cited_url_asset_class_share","surface":"Bing Copilot","item":"statistics","numerator":10,"denominator":13796},{"metric":"cited_url_asset_class_share","surface":"Bing Copilot","item":"tool_checker","numerator":82,"denominator":13796},{"metric":"cited_url_asset_class_share","surface":"Bing Copilot","item":"unclassified","numerator":12729,"denominator":13796},{"metric":"cited_url_asset_class_share","surface":"Bing News","item":"ranking_directory","numerator":14,"denominator":235},{"metric":"cited_url_asset_class_share","surface":"Bing News","item":"tool_checker","numerator":2,"denominator":235},{"metric":"cited_url_asset_class_share","surface":"Bing News","item":"unclassified","numerator":219,"denominator":235},{"metric":"cited_url_asset_class_share","surface":"Gemini","item":"unclassified","numerator":5059,"denominator":5059},{"metric":"cited_url_asset_class_share","surface":"Google Search","item":"benchmark","numerator":1,"denominator":20138},{"metric":"cited_url_asset_class_share","surface":"Google Search","item":"dataset","numerator":73,"denominator":20138},{"metric":"cited_url_asset_class_share","surface":"Google Search","item":"ranking_directory","numerator":440,"denominator":20138},{"metric":"cited_url_asset_class_share","surface":"Google Search","item":"report_library","numerator":49,"denominator":20138},{"metric":"cited_url_asset_class_share","surface":"Google Search","item":"statistics","numerator":16,"denominator":20138},{"metric":"cited_url_asset_class_share","surface":"Google Search","item":"tool_checker","numerator":59,"denominator":20138},{"metric":"cited_url_asset_class_share","surface":"Google Search","item":"unclassified","numerator":19500,"denominator":20138},{"metric":"cited_url_asset_class_share","surface":"Google AI Mode","item":"benchmark","numerator":3,"denominator":17609},{"metric":"cited_url_asset_class_share","surface":"Google AI Mode","item":"dataset","numerator":83,"denominator":17609},{"metric":"cited_url_asset_class_share","surface":"Google AI Mode","item":"ranking_directory","numerator":458,"denominator":17609},{"metric":"cited_url_asset_class_share","surface":"Google AI Mode","item":"report_library","numerator":24,"denominator":17609},{"metric":"cited_url_asset_class_share","surface":"Google AI Mode","item":"statistics","numerator":20,"denominator":17609},{"metric":"cited_url_asset_class_share","surface":"Google AI Mode","item":"tool_checker","numerator":62,"denominator":17609},{"metric":"cited_url_asset_class_share","surface":"Google AI Mode","item":"unclassified","numerator":16959,"denominator":17609},{"metric":"cited_url_asset_class_share","surface":"Google AI Overview","item":"dataset","numerator":10,"denominator":2634},{"metric":"cited_url_asset_class_share","surface":"Google AI Overview","item":"ranking_directory","numerator":114,"denominator":2634},{"metric":"cited_url_asset_class_share","surface":"Google AI Overview","item":"report_library","numerator":6,"denominator":2634},{"metric":"cited_url_asset_class_share","surface":"Google AI Overview","item":"statistics","numerator":2,"denominator":2634},{"metric":"cited_url_asset_class_share","surface":"Google AI Overview","item":"tool_checker","numerator":11,"denominator":2634},{"metric":"cited_url_asset_class_share","surface":"Google AI Overview","item":"unclassified","numerator":2491,"denominator":2634},{"metric":"cited_url_asset_class_share","surface":"Google News","item":"benchmark","numerator":6,"denominator":20029},{"metric":"cited_url_asset_class_share","surface":"Google News","item":"dataset","numerator":147,"denominator":20029},{"metric":"cited_url_asset_class_share","surface":"Google News","item":"ranking_directory","numerator":202,"denominator":20029},{"metric":"cited_url_asset_class_share","surface":"Google News","item":"report_library","numerator":26,"denominator":20029},{"metric":"cited_url_asset_class_share","surface":"Google News","item":"statistics","numerator":35,"denominator":20029},{"metric":"cited_url_asset_class_share","surface":"Google News","item":"tool_checker","numerator":17,"denominator":20029},{"metric":"cited_url_asset_class_share","surface":"Google News","item":"unclassified","numerator":19596,"denominator":20029},{"metric":"cited_url_asset_class_share","surface":"Google Short Videos","item":"ranking_directory","numerator":13,"denominator":16553},{"metric":"cited_url_asset_class_share","surface":"Google Short Videos","item":"tool_checker","numerator":1,"denominator":16553},{"metric":"cited_url_asset_class_share","surface":"Google Short Videos","item":"unclassified","numerator":16539,"denominator":16553},{"metric":"cited_url_asset_class_share","surface":"Grok","item":"benchmark","numerator":1,"denominator":15576},{"metric":"cited_url_asset_class_share","surface":"Grok","item":"dataset","numerator":65,"denominator":15576},{"metric":"cited_url_asset_class_share","surface":"Grok","item":"ranking_directory","numerator":1006,"denominator":15576},{"metric":"cited_url_asset_class_share","surface":"Grok","item":"report_library","numerator":30,"denominator":15576},{"metric":"cited_url_asset_class_share","surface":"Grok","item":"statistics","numerator":70,"denominator":15576},{"metric":"cited_url_asset_class_share","surface":"Grok","item":"tool_checker","numerator":188,"denominator":15576},{"metric":"cited_url_asset_class_share","surface":"Grok","item":"unclassified","numerator":14216,"denominator":15576},{"metric":"cited_url_asset_class_share","surface":"NAVER Search","item":"dataset","numerator":152,"denominator":28883},{"metric":"cited_url_asset_class_share","surface":"NAVER Search","item":"ranking_directory","numerator":98,"denominator":28883},{"metric":"cited_url_asset_class_share","surface":"NAVER Search","item":"report_library","numerator":42,"denominator":28883},{"metric":"cited_url_asset_class_share","surface":"NAVER Search","item":"statistics","numerator":21,"denominator":28883},{"metric":"cited_url_asset_class_share","surface":"NAVER Search","item":"tool_checker","numerator":42,"denominator":28883},{"metric":"cited_url_asset_class_share","surface":"NAVER Search","item":"unclassified","numerator":28528,"denominator":28883},{"metric":"cited_url_asset_class_share","surface":"NAVER AI Briefing","item":"dataset","numerator":17,"denominator":10608},{"metric":"cited_url_asset_class_share","surface":"NAVER AI Briefing","item":"ranking_directory","numerator":66,"denominator":10608},{"metric":"cited_url_asset_class_share","surface":"NAVER AI Briefing","item":"report_library","numerator":35,"denominator":10608},{"metric":"cited_url_asset_class_share","surface":"NAVER AI Briefing","item":"tool_checker","numerator":2,"denominator":10608},{"metric":"cited_url_asset_class_share","surface":"NAVER AI Briefing","item":"unclassified","numerator":10488,"denominator":10608},{"metric":"cited_url_asset_class_share","surface":"NAVER News","item":"dataset","numerator":175,"denominator":8729},{"metric":"cited_url_asset_class_share","surface":"NAVER News","item":"unclassified","numerator":8554,"denominator":8729},{"metric":"cited_url_asset_class_share","surface":"ChatGPT","item":"benchmark","numerator":4,"denominator":15480},{"metric":"cited_url_asset_class_share","surface":"ChatGPT","item":"dataset","numerator":39,"denominator":15480},{"metric":"cited_url_asset_class_share","surface":"ChatGPT","item":"ranking_directory","numerator":1628,"denominator":15480},{"metric":"cited_url_asset_class_share","surface":"ChatGPT","item":"report_library","numerator":44,"denominator":15480},{"metric":"cited_url_asset_class_share","surface":"ChatGPT","item":"statistics","numerator":4,"denominator":15480},{"metric":"cited_url_asset_class_share","surface":"ChatGPT","item":"tool_checker","numerator":45,"denominator":15480},{"metric":"cited_url_asset_class_share","surface":"ChatGPT","item":"unclassified","numerator":13716,"denominator":15480},{"metric":"cited_url_asset_class_share","surface":"Perplexity","item":"benchmark","numerator":34,"denominator":29899},{"metric":"cited_url_asset_class_share","surface":"Perplexity","item":"dataset","numerator":46,"denominator":29899},{"metric":"cited_url_asset_class_share","surface":"Perplexity","item":"ranking_directory","numerator":1101,"denominator":29899},{"metric":"cited_url_asset_class_share","surface":"Perplexity","item":"report_library","numerator":67,"denominator":29899},{"metric":"cited_url_asset_class_share","surface":"Perplexity","item":"statistics","numerator":19,"denominator":29899},{"metric":"cited_url_asset_class_share","surface":"Perplexity","item":"tool_checker","numerator":269,"denominator":29899},{"metric":"cited_url_asset_class_share","surface":"Perplexity","item":"unclassified","numerator":28363,"denominator":29899},{"metric":"cited_url_asset_class_share","surface":"Yahoo Japan (auxiliary)","item":"ranking_directory","numerator":117,"denominator":2352},{"metric":"cited_url_asset_class_share","surface":"Yahoo Japan (auxiliary)","item":"report_library","numerator":7,"denominator":2352},{"metric":"cited_url_asset_class_share","surface":"Yahoo Japan (auxiliary)","item":"tool_checker","numerator":26,"denominator":2352},{"metric":"cited_url_asset_class_share","surface":"Yahoo Japan (auxiliary)","item":"unclassified","numerator":2202,"denominator":2352},{"metric":"cited_url_asset_class_share","surface":"Yahoo Search (US)","item":"dataset","numerator":2,"denominator":350},{"metric":"cited_url_asset_class_share","surface":"Yahoo Search (US)","item":"ranking_directory","numerator":77,"denominator":350},{"metric":"cited_url_asset_class_share","surface":"Yahoo Search (US)","item":"report_library","numerator":1,"denominator":350},{"metric":"cited_url_asset_class_share","surface":"Yahoo Search (US)","item":"statistics","numerator":2,"denominator":350},{"metric":"cited_url_asset_class_share","surface":"Yahoo Search (US)","item":"tool_checker","numerator":4,"denominator":350},{"metric":"cited_url_asset_class_share","surface":"Yahoo Search (US)","item":"unclassified","numerator":264,"denominator":350},{"metric":"cited_url_asset_class_share","surface":"YouTube Search","item":"ranking_directory","numerator":42,"denominator":18617},{"metric":"cited_url_asset_class_share","surface":"YouTube Search","item":"unclassified","numerator":18575,"denominator":18617}],"basis":{"corpus_scope":"자사 런 전체의 인용 URL 행(업종·의도 축 합산)","n_source_rows":274311,"total_citations":274311,"source_module":"url_asset_class"},"notes":["자산 유형은 URL 패턴 결정론 분류 — 업종·의도 축은 합산해 공개한다(로스터 역추적 방지)."],"rows_withheld_min_sample":4,"gates_enforced":["min_denominator"]},{"section":"measurement-repeatability","status":"published","rows":[{"metric":"measurement_repeatability_icc1","numerator":2364,"denominator":3657,"value":0.940443,"unit":"ICC(1)"},{"metric":"measurement_repeatability_icc1_ci_low","value":0.928052,"unit":"ICC(1)"},{"metric":"measurement_repeatability_icc1_ci_high","value":0.950959,"unit":"ICC(1)"},{"metric":"measurement_repeatability_icc1","surface":"Claude","numerator":272,"denominator":2364,"value":0.928891,"unit":"ICC(1)"},{"metric":"measurement_repeatability_icc1","surface":"Bing Copilot","numerator":219,"denominator":2364,"value":0.960472,"unit":"ICC(1)"},{"metric":"measurement_repeatability_icc1","surface":"Google AI Mode","numerator":252,"denominator":2364,"value":0.940015,"unit":"ICC(1)"},{"metric":"measurement_repeatability_icc1","surface":"Google AI Overview","numerator":24,"denominator":2364,"value":1.0,"unit":"ICC(1)"},{"metric":"measurement_repeatability_icc1","surface":"Google News","numerator":62,"denominator":2364,"value":0.917628,"unit":"ICC(1)"},{"metric":"measurement_repeatability_icc1","surface":"Google Short Videos","numerator":96,"denominator":2364,"value":1.0,"unit":"ICC(1)"},{"metric":"measurement_repeatability_icc1","surface":"Grok","numerator":294,"denominator":2364,"value":0.90028,"unit":"ICC(1)"},{"metric":"measurement_repeatability_icc1","surface":"NAVER AI Briefing","numerator":339,"denominator":2364,"value":0.983963,"unit":"ICC(1)"},{"metric":"measurement_repeatability_icc1","surface":"NAVER News","numerator":94,"denominator":2364,"value":1.0,"unit":"ICC(1)"},{"metric":"measurement_repeatability_icc1","surface":"ChatGPT","numerator":287,"denominator":2364,"value":0.93829,"unit":"ICC(1)"},{"metric":"measurement_repeatability_icc1","surface":"Perplexity","numerator":295,"denominator":2364,"value":0.905142,"unit":"ICC(1)"},{"metric":"measurement_repeatability_icc1","surface":"YouTube Search","numerator":130,"denominator":2364,"value":0.935675,"unit":"ICC(1)"}],"basis":{"corpus_scope":"반복 관측 셀(표면×질의)","n_source_rows":21203,"source_module":"variance_decomposition"},"notes":["반복 관측 셀의 급내 상관 — 표면·질의 간 차이가 반복 우연으로 설명되지 않는 정도."],"rows_withheld_min_sample":0,"gates_enforced":["min_denominator"]},{"section":"w10-report","status":"refused","reason":"covered_by_other_sections"},{"section":"platform-statements","status":"refused","reason":"not_an_aggregate"}],"landing_page":"https://citeangle.com/datasets/ai-answer-surface-aggregates","index":"https://citeangle.com/data/index.json","claims_registry":"https://citeangle.com/claims"}