{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:tiktok_vinhlion96",
  "url": "https://koinonlink.com/kol/tiktok/vinhlion96",
  "alternate": {
    "html": "https://koinonlink.com/kol/tiktok/vinhlion96",
    "json": "https://koinonlink.com/kol/tiktok/vinhlion96.json",
    "markdown": "https://koinonlink.com/kol/tiktok/vinhlion96.md"
  },
  "identity": {
    "display_name": "Vinh Lion Cua Cà Mau",
    "handle": "vinhlion96",
    "platform": "tiktok",
    "platform_url": "https://www.tiktok.com/@vinhlion96",
    "website": null,
    "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": 5328377,
    "following": 38,
    "posts_total": 426,
    "posts_observed": 2,
    "account_age_days": null,
    "posts_per_day": null,
    "verified": false,
    "size_tier": "kol"
  },
  "engagement": {
    "status": "average_measured",
    "engagement_rate": 0.02351,
    "engagement_rate_basis": "average_interactions_per_view",
    "posts_in_average": 10,
    "avg_views_per_post": 264184,
    "peak_post_engagement_rate": null,
    "avg_interactions_per_post": 6211,
    "best_post_interactions": 36833,
    "measurement_source": "tiktok_posts_mean",
    "measurement_formula": "digg + comment + share, mean over observed posts, divided by the mean play count of those same posts — on TikTok the algorithmic feed decides reach, so followers are not the denominator that describes what share of an audience engaged",
    "comparable_pool": "view_based_interactions",
    "status_note": "engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).",
    "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": "🦀 SHIP TOÀN QUỐC 🦀\nHàng tươi sống, tuyển chọn kỹ\nĐóng gói cẩn thận, vận chuyển nhanh\nBao sống – Bao ăn – Hỗ trợ đổi nếu hàng lỗi\n✅ 1 Đền 1 / làm việc 24/24",
    "topics": [
      "Mukbang cua Cà Mau",
      "Cua gạch cua thịt size lớn",
      "Ship cua tươi sống toàn quốc",
      "Cua Cà Mau chính gốc",
      "Đơn hàng cao giá trị"
    ],
    "topics_en": [
      "Mukbang on Cà Mau crabs",
      "Large size crab with meat and roe",
      "Fresh live crab delivery nationwide",
      "Authentic Cà Mau crabs",
      "High-value orders"
    ],
    "topics_zh": [
      "Mukbang cua Cà Mau",
      "Cua gạch cua thịt size lớn",
      "Ship cua tươi sống toàn quốc",
      "Cua Cà Mau chính gốc",
      "Đơn hàng cao giá trị"
    ],
    "category": "ecommerce",
    "category_label": "E-commerce / DTC",
    "subcategory": "dtc_brand",
    "subcategory_label": "DTC / own-store brands",
    "category_confidence": 0.9,
    "category_source": "derived_from_recent_content"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "Người tiêu dùng Việt Nam thích hải sản, chủ yếu mua cua Cà Mau tươi sống online ship toàn quốc",
    "roles": [
      "consumer"
    ],
    "seniority": "consumer",
    "pain_points": [
      "Muốn mua cua tươi sống đảm bảo bao sống bao ăn",
      "Tìm cua Cà Mau size lớn ngon bổ nhưng giá cao",
      "Lo ngại hàng lỗi khi ship xa",
      "Thích xem mukbang thực tế trước khi quyết định mua"
    ],
    "posts_analysed": 100,
    "confidence": 0.9
  },
  "commercial": {
    "audience_buyer_fit": 0.1,
    "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": "engagement_observed",
    "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_vinhlion96#afb5d32c",
      "type": "creator_content",
      "excerpt": "Ngon Bổ, Mắc , Kiếm tôi, Ngon Bổ Rẻ tìm người khác ok #vinhlioncuacamau #vinhlion",
      "source_url": "https://www.tiktok.com/@vinhlion96",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_vinhlion96#fdc5ba89",
      "type": "creator_content",
      "excerpt": "LICK IT DK MUSIX X SLEX 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_vinhlion96#eba7cf69",
      "type": "creator_content",
      "excerpt": "Mashup Em Thua Cô Ta (Kaine Remix 1)",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_vinhlion96#9ee4b02f",
      "type": "creator_content",
      "excerpt": "It is a becoming a big trend on TikTok now! Click here: vinhlioncuacamau",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_vinhlion96#33dd937f",
      "type": "creator_content",
      "excerpt": "Check out Vinh Lion Cua Cà Mau’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_vinhlion96#082162df",
      "type": "creator_content",
      "excerpt": "Tự nhiên thấy mình cũng được được mà sao lận đận tình duyên quá ta🤣#vinhlion #vinhlioncuacamau",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_vinhlion96#e04b1d09",
      "type": "creator_content",
      "excerpt": "original sound - vinhlion96",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_vinhlion96#78a39678",
      "type": "creator_content",
      "excerpt": "Базовый Минимум (Slow Version)",
      "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": 33,
      "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": 33,
      "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": 33,
      "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": 0.5,
      "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": 33,
    "generated_at": "2026-09-03T16:21:31.187Z"
  },
  "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_vinhlion96",
    "removal_url": "https://koinonlink.com/claim?k=tiktok_vinhlion96"
  }
}