{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:tiktok_vinhgau94",
  "url": "https://koinonlink.com/kol/tiktok/vinhgau94",
  "alternate": {
    "html": "https://koinonlink.com/kol/tiktok/vinhgau94",
    "json": "https://koinonlink.com/kol/tiktok/vinhgau94.json",
    "markdown": "https://koinonlink.com/kol/tiktok/vinhgau94.md"
  },
  "identity": {
    "display_name": "Vinh Gấu 🐻🐾",
    "handle": "vinhgau94",
    "platform": "tiktok",
    "platform_url": "https://www.tiktok.com/@vinhgau94",
    "website": "https://www.facebook.com/vinhgau94",
    "country": "VN",
    "country_name": "Vietnam",
    "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": 1999728,
    "following": 694,
    "posts_total": 1128,
    "posts_observed": 6,
    "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,
    "avg_views_per_post": 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": "✨ 1% Better Every Day ✨\nUY TÍN LÀM ĐẦU👍\n📧 Email: [contact removed]",
    "topics": [
      "Skincare routines và review mỹ phẩm IceLerskin",
      "Xử lý mụn, thâm, chống nắng",
      "Sản phẩm Unilever (AXE, Lux, Dove)",
      "Mua sắm Shopee và dịch vụ Grab",
      "Lifestyle và mùi hương cơ thể"
    ],
    "topics_en": [
      "Skincare routines and IceLerskin product reviews",
      "Acne, dark spot, and sun protection treatment",
      "Unilever products (AXE, Lux, Dove)",
      "Shopee shopping and Grab services",
      "Lifestyle and body scent"
    ],
    "topics_zh": [
      "Skincare routines và review mỹ phẩm IceLerskin",
      "Xử lý mụn, thâm, chống nắng",
      "Sản phẩm Unilever (AXE, Lux, Dove)",
      "Mua sắm Shopee và dịch vụ Grab",
      "Lifestyle và mùi hương cơ thể"
    ],
    "category": "ecommerce",
    "category_label": "E-commerce / DTC",
    "subcategory": "ecom_ads",
    "subcategory_label": "E-commerce ads & growth",
    "category_confidence": 0.8,
    "category_source": "derived_from_recent_content"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "Vietnamese consumers (mainly young adults and women) interested in affordable skincare, acne treatment, sunscreen and daily personal care products",
    "roles": [
      "consumer"
    ],
    "seniority": "consumer",
    "pain_points": [
      "Da bị mụn viêm, mụn ẩn, thâm mụn lâu khỏi",
      "Lỗ chân lông to, da dễ đổ dầu và bít tắc",
      "Thâm nách, mùi mồ hôi khó chịu",
      "Chống nắng nhờn rít, bết dính khi ra mồ hôi"
    ],
    "posts_analysed": 100,
    "confidence": 0.9
  },
  "commercial": {
    "audience_buyer_fit": 0.3,
    "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_vinhgau94#f57d2007",
      "type": "creator_content",
      "excerpt": "Geely Monjaro hiện là mẫu SUV cao cấp nhất trong danh mục sản phẩm của Geely Việt Nam, được phát triển trên nền tảng CMA toàn cầu, mang đến tiêu chuẩn vận hành, tiện nghi và an toàn tương đương các mẫu xe châu Âu 😱 Quá là xịn xò luôn nè!!! ✨ #TascoAuto #Geely #GeelyMonjaro #Vinh",
      "source_url": "https://www.tiktok.com/@vinhgau94",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_vinhgau94#0b2d674c",
      "type": "creator_content",
      "excerpt": "original sound - vinhgau94",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_vinhgau94#dc7f2640",
      "type": "creator_content",
      "excerpt": "Sunlit Oasis",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_vinhgau94#3d4b0dc9",
      "type": "creator_content",
      "excerpt": "It is a becoming a big trend on TikTok now! Click here: tascoauto",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_vinhgau94#2d920d54",
      "type": "creator_content",
      "excerpt": "Check out Vinh Gấu 🐻🐾’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_vinhgau94#03ba8ba0",
      "type": "creator_content",
      "excerpt": "🔥Mentor (Chuyên Gia Truyền Thông) Vinh Gấu vừa xuất sắc dành CHIẾN THẮNG VỚI 2 GIẢI NHẤT tại chương trình Hoành Tráng Hàng Đầu Việt Nam \"KOC CAMP 2025\" do ACCESSTRADE tổ chức. Chúc mừng thí sinh KOC @Lâm_Trưởng Quầy team Vinh Gấu đã đạt giải nhất tại chương trình. Team Mentor Vi",
      "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": 0.9,
      "freshness_days": 34,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "audience.roles",
      "source_type": "ai_inferred",
      "confidence": 0.9,
      "freshness_days": 34,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "audience.seniority",
      "source_type": "ai_inferred",
      "confidence": 0.9,
      "freshness_days": 34,
      "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": 43,
      "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": 43,
      "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": 43,
      "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": 43,
    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 34,
    "generated_at": "2026-09-03T16:21:31.554Z"
  },
  "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/ecommerce"
  },
  "license": {
    "terms": "https://koinonlink.com/for-ai",
    "attribution": "Koinon Link",
    "claim_url": "https://koinonlink.com/claim?k=tiktok_vinhgau94",
    "removal_url": "https://koinonlink.com/claim?k=tiktok_vinhgau94"
  }
}