{
  "@context": "https://koinonlink.com/schema/creator/v1.2",
  "@type": "Creator",
  "schema_version": "1.2",
  "id": "koinon:creator:tiktok_anoom_seoha",
  "url": "https://koinonlink.com/kol/tiktok/anoom_seoha",
  "alternate": {
    "html": "https://koinonlink.com/kol/tiktok/anoom_seoha",
    "json": "https://koinonlink.com/kol/tiktok/anoom_seoha.json",
    "markdown": "https://koinonlink.com/kol/tiktok/anoom_seoha.md"
  },
  "identity": {
    "display_name": "아눔 문서하",
    "handle": "anoom_seoha",
    "platform": "tiktok",
    "platform_url": "https://www.tiktok.com/@anoom_seoha",
    "website": null,
    "country": "KR",
    "country_name": "South Korea",
    "location_text": null,
    "entity_type": "creator",
    "person_id": null,
    "person_id_note": "Cross-platform identity not resolved for this creator.",
    "other_accounts": [],
    "claimed": false,
    "claimed_note": "Not claimed. This says nothing about the creator — most profiles are simply not claimed yet.",
    "declared_accounts": []
  },
  "first_party": null,
  "reach": {
    "followers": 157742,
    "following": null,
    "posts_total": 63,
    "posts_observed": 2,
    "account_age_days": null,
    "posts_per_day": null,
    "verified": false,
    "size_tier": "kol"
  },
  "engagement": {
    "status": "not_collected",
    "engagement_rate": null,
    "engagement_rate_basis": null,
    "posts_in_average": null,
    "peak_post_engagement_rate": null,
    "avg_interactions_per_post": null,
    "best_post_interactions": null,
    "measurement_source": null,
    "measurement_formula": null,
    "comparable_pool": null,
    "status_note": "Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.",
    "unit_note": "engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here."
  },
  "content": {
    "bio": null,
    "topics": [
      "自助剪发教程（刘海、层次、block cut）",
      "烫发和卷发造型（云朵烫、C卷、根部蓬松）",
      "日常发型护理和工具使用",
      "沙龙服务和客户案例展示",
      "K-pop偶像同款发型模仿"
    ],
    "category": "lifestyle",
    "category_label": "Lifestyle",
    "subcategory": "beauty",
    "subcategory_label": "Beauty & skincare",
    "category_confidence": 0.95,
    "category_source": "derived_from_recent_content"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "young female beauty enthusiasts who want to cut their own bangs, create layers, or style curled hair at home",
    "roles": [
      "consumer"
    ],
    "seniority": "consumer",
    "pain_points": [
      "easily make mistakes when cutting bangs or layers, resulting in an unflattering face shape",
      "lack volume at the roots and struggle to maintain long-lasting styles",
      "find post-perm styling tedious and difficult, especially for beginners",
      "have trouble finding韩系 hairstyle inspiration that suits their face shape"
    ],
    "posts_analysed": 40,
    "confidence": 0.75
  },
  "commercial": {
    "audience_buyer_fit": 0.2,
    "promotion_intent": 0.1,
    "open_to_collaboration": false,
    "contact": null,
    "contact_note": "Koinon does not publish creator contact details."
  },
  "quality": {
    "authenticity_score": 66,
    "authenticity_basis": "profile_shape_only",
    "authenticity_method": "Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58.",
    "authenticity_comparable_across_platforms": false,
    "credibility_score": 66,
    "credibility_note": null,
    "flagged_for_review": false,
    "flag_reasons": [],
    "anomaly_flags": [],
    "koinon_bd_grade": {
      "value": "C",
      "scale": [
        "A",
        "B",
        "C",
        "quarantine",
        null
      ],
      "value_meanings": {
        "A": "Strong fit for Koinon partner outreach.",
        "B": "Moderate fit.",
        "C": "Weak fit, or never scored.",
        "quarantine": "Flagged for manual review. Excluded from Koinon published statistics, but creator search still RETURNS these profiles unless you pass exclude_anomalous:true — check quality.flagged_for_review.",
        "null": "Never scored."
      },
      "measures": "koinon_partner_outreach_fit",
      "basis": "koinon_bd_fit_and_engagement",
      "formula": "fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine.",
      "comparable_across_platforms": false,
      "interpretation": "NOT a quality score and NOT fit for your campaign — it grades Koinon own partner-outreach interest in gaming, e-commerce and software. A \"C\" usually means \"outside those industries\" or \"not yet scored\".",
      "explained_at": "https://koinonlink.com/for-ai#koinon_bd_grade"
    },
    "interpretation": "Signals for triage, not verdicts. A flag means the profile is worth a manual check."
  },
  "evidence": [
    {
      "evidence_id": "tiktok_anoom_seoha#80160277",
      "type": "creator_content",
      "excerpt": "📍얼굴 소멸 블럭컷, 애교머리 자르기  앞머리 자르고 귀에 넘겼을 때 보이는 얼굴 면적이 신경쓰여서 같은 고민하셨던 분들께 도움이 되었으면 해서 커버 가능한 #블럭컷 셀프컷 영상 준비했어요 ! 여기서 포인트는  1. 가운데로 가져와서 원하는 기장보다 1cm길게 자른다 2. 옆으로 빗어주고, 옆에서 봤을 때 일자가 되도록 다시 커트해준다 이 두가지를 꼭 지키시면 자연스럽게 떨어지는 블럭컷이 가능해요 🤍 애교머리까지 간단하게 잘라봤으니 #저장 하시고 천천히 따라해보세요 🤍 - - - @anoom",
      "source_url": "https://www.tiktok.com/@anoom_seoha",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_anoom_seoha#a35e453d",
      "type": "creator_content",
      "excerpt": "It is a becoming a big trend on TikTok now! Click here: 블럭컷",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_anoom_seoha#d0d1bdd0",
      "type": "creator_content",
      "excerpt": "Check out 아눔 문서하’s video! #TikTok >",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_anoom_seoha#046a43b7",
      "type": "creator_content",
      "excerpt": "얼굴 소멸 앞머리 자르기 ❤️  풀버전은 유튜브❤️#아눔문서하 #추천#추천떠라 #추천추천#추천추처ᄂ링 #앞머리자르기 #셀프컷 #앞머리셀프 #앞머리컷 #페이스라인컷 #앞머리사이드뱅 #사이드뱅",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_anoom_seoha#f7a3f9f5",
      "type": "creator_content",
      "excerpt": "아주 빠르게 예쁜 헤어라인 만들기 ❤️ #아눔헤어 #아눔헤어문서하 #셀프스타일링 #뷰티꿀팁 #뷰티팁 #추천추천 #추천떠라 #추천해주세요 #추천 #잔머리컷 #잔머리",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_anoom_seoha#c50f503c",
      "type": "creator_content",
      "excerpt": "Pretty Girl (Cheat Codes X Cade Remix)",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_anoom_seoha#adfe7b49",
      "type": "creator_content",
      "excerpt": "#아눔문서하 #잔머리펌 씽어게인 태연님 잔머리가 너무 귀여워서 따라해보았어요 🫶🏻🫧 뿌리가 휘고 자르니까 붕 떠서 펌까지 같이 했답니다 ㅎㅎ 잔머리 빗을",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    }
  ],
  "provenance": [
    {
      "field": "audience.description",
      "source_type": "ai_inferred",
      "confidence": 0.75,
      "freshness_days": 0,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "audience.roles",
      "source_type": "ai_inferred",
      "confidence": 0.75,
      "freshness_days": 0,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "audience.seniority",
      "source_type": "ai_inferred",
      "confidence": 0.75,
      "freshness_days": 0,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "commercial.audience_buyer_fit",
      "source_type": "ai_inferred",
      "confidence": 0.6,
      "freshness_days": 0,
      "method": "llm_scorer",
      "note": "Relative signal within Koinon indexing, not a market-wide score."
    },
    {
      "field": "commercial.promotion_intent",
      "source_type": "ai_inferred",
      "confidence": 0.6,
      "freshness_days": 0,
      "method": "llm_scorer"
    },
    {
      "field": "quality.anomaly_flags",
      "source_type": "heuristic",
      "confidence": 0.5,
      "freshness_days": 42,
      "method": "profile_snapshot_and_engagement_ratio_heuristic",
      "note": "Means \"worth a manual check\", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person."
    },
    {
      "field": "quality.authenticity_score",
      "source_type": "heuristic",
      "confidence": 0.25,
      "freshness_days": 0,
      "method": "Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58.",
      "note": "The input set differs by platform; do not compare this score across platforms."
    },
    {
      "field": "quality.koinon_bd_grade",
      "source_type": "ai_inferred",
      "confidence": 0.5,
      "freshness_days": 42,
      "method": "llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine.",
      "note": "Koinon partner-outreach fit, not creator quality."
    },
    {
      "field": "reach.followers",
      "source_type": "observed",
      "confidence": 0.95,
      "freshness_days": 42,
      "method": "platform_profile"
    }
  ],
  "method_notes": {
    "llm_persona_from_recent_content": "Computed from posts read live at analysis time; those posts are NOT retained. The excerpts in evidence[] are separately collected profile content and are NOT the inputs to this inference. Do not cite them as its supporting evidence."
  },
  "freshness": {
    "profile_checked_days_ago": 42,
    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 0,
    "generated_at": "2026-09-02T14:56:59.516Z"
  },
  "retrieval": {
    "indexing_requests": 1,
    "user_triggered_requests": 0,
    "last_user_triggered_day": null,
    "note": "Being indexed in bulk is not the same as being retrieved to answer a question."
  },
  "relationships": {
    "platform_entity": "https://koinonlink.com/creators/tiktok",
    "category_entity": "https://koinonlink.com/product-category/lifestyle"
  },
  "license": {
    "terms": "https://koinonlink.com/for-ai",
    "attribution": "Koinon Link",
    "claim_url": "https://koinonlink.com/claim?k=tiktok_anoom_seoha",
    "removal_url": "https://koinonlink.com/claim?k=tiktok_anoom_seoha"
  }
}