{
  "@context": "https://koinonlink.com/schema/creator/v1.0",
  "@type": "Creator",
  "schema_version": "1.0",
  "id": "koinon:creator:tiktok_shipper.mayman",
  "url": "https://koinonlink.com/kol/tiktok/shipper.mayman",
  "alternate": {
    "html": "https://koinonlink.com/kol/tiktok/shipper.mayman",
    "json": "https://koinonlink.com/kol/tiktok/shipper.mayman.json",
    "markdown": "https://koinonlink.com/kol/tiktok/shipper.mayman.md"
  },
  "identity": {
    "display_name": "Trùm Xe Ôm",
    "handle": "shipper.mayman",
    "platform": "tiktok",
    "platform_url": "https://www.tiktok.com/@shipper.mayman",
    "website": "Contact.trumxeom@gmail.com",
    "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": 335899,
    "following": 39,
    "posts_total": 510,
    "posts_observed": 1,
    "account_age_days": null,
    "posts_per_day": null,
    "verified": false,
    "size_tier": "kol"
  },
  "engagement": {
    "engagement_rate": null,
    "avg_interactions_per_post": null,
    "best_post_interactions": null,
    "unit_note": "engagement_rate is a ratio (0-1); the interaction fields are absolute counts."
  },
  "content": {
    "bio": "Follow mình nhé !!\nCông việc liên hệ ⬇️",
    "topics": [
      "Mẹo chạy Grab và tính năng app",
      "Quảng cáo sản phẩm Unilever",
      "Deal Shopee và Zalopay",
      "Đồ dùng thực tế cho tài xế",
      "Khuyến mãi GrabMart/GrabFood"
    ],
    "category": "ecommerce",
    "category_label": "E-commerce / DTC",
    "subcategory": "ecom_ads",
    "subcategory_label": "E-commerce ads & growth",
    "category_confidence": 0.9,
    "category_source": "derived_from_recent_content"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "Vietnamese Grab drivers and delivery riders, mostly young to middle-aged men seeking work tips and daily deals",
    "roles": [
      "consumer"
    ],
    "seniority": "consumer",
    "pain_points": [
      "Tìm giờ chạy Grab hiệu quả để tăng thu nhập",
      "Mua đồ dùng cá nhân và gia đình giá rẻ",
      "Giữ thơm tho và thoải mái khi chạy xe lâu",
      "Săn khuyến mãi và deal Shopee/Grab"
    ],
    "posts_analysed": 40,
    "confidence": 0.75
  },
  "commercial": {
    "audience_buyer_fit": 0.6,
    "promotion_intent": 0.8,
    "open_to_collaboration": false,
    "contact": null,
    "contact_note": "Koinon does not publish creator contact details."
  },
  "quality": {
    "authenticity_score": 66,
    "credibility_score": 66,
    "grade": "A",
    "anomaly_flags": [],
    "interpretation": "Signals for triage, not verdicts. A flag means the profile is worth a manual check."
  },
  "evidence": [
    {
      "evidence_id": "tiktok_shipper.mayman#p0",
      "type": "creator_content",
      "excerpt": "Lifebouy Matcha khổ qua này ok nè #HợpTácCùngUnilever #LifebuoyVietNam #LoiChoiDiMuônNơi #LifeBuoy",
      "source_url": "https://www.tiktok.com/@shipper.mayman",
      "observed_at_days_ago": 0
    },
    {
      "evidence_id": "tiktok_shipper.mayman#p1",
      "type": "creator_content",
      "excerpt": "original sound - shipper.mayman",
      "source_url": null,
      "observed_at_days_ago": 0
    },
    {
      "evidence_id": "tiktok_shipper.mayman#p2",
      "type": "creator_content",
      "excerpt": "It is a becoming a big trend on TikTok now! Click here: hợptáccùngunilever",
      "source_url": null,
      "observed_at_days_ago": 0
    },
    {
      "evidence_id": "tiktok_shipper.mayman#p3",
      "type": "creator_content",
      "excerpt": "Check out Trùm Xe Ôm’s video! #TikTok >",
      "source_url": null,
      "observed_at_days_ago": 0
    },
    {
      "evidence_id": "tiktok_shipper.mayman#p4",
      "type": "creator_content",
      "excerpt": "Clear mát lạnh bạc hà này ok nè #Shopee #ShopeeVN #Clear",
      "source_url": null,
      "observed_at_days_ago": 0
    },
    {
      "evidence_id": "tiktok_shipper.mayman#p5",
      "type": "creator_content",
      "excerpt": "Viên rửa chén Sunlight tiện ghê #SunLight #HợpTácCùngUnilever #vienruachensunlightultra",
      "source_url": null,
      "observed_at_days_ago": 0
    },
    {
      "evidence_id": "tiktok_shipper.mayman#p6",
      "type": "creator_content",
      "excerpt": "FEEL THE GROOVE",
      "source_url": null,
      "observed_at_days_ago": 0
    },
    {
      "evidence_id": "tiktok_shipper.mayman#p7",
      "type": "creator_content",
      "excerpt": "Viên rửa chén Sunlight này tiện nè #SunLight #HợpTácCùngUnilever #vienruachensunlightultra",
      "source_url": null,
      "observed_at_days_ago": 0
    }
  ],
  "provenance": [
    {
      "field": "audience.description",
      "source_type": "ai_inferred",
      "confidence": 0.75,
      "freshness_days": 0,
      "method": "llm_persona_from_recent_content",
      "evidence_ids": [
        "tiktok_shipper.mayman#p0",
        "tiktok_shipper.mayman#p1",
        "tiktok_shipper.mayman#p2",
        "tiktok_shipper.mayman#p3",
        "tiktok_shipper.mayman#p4",
        "tiktok_shipper.mayman#p5"
      ]
    },
    {
      "field": "audience.roles",
      "source_type": "ai_inferred",
      "confidence": 0.75,
      "freshness_days": 0,
      "method": "llm_persona_from_recent_content",
      "evidence_ids": [
        "tiktok_shipper.mayman#p0",
        "tiktok_shipper.mayman#p1",
        "tiktok_shipper.mayman#p2",
        "tiktok_shipper.mayman#p3",
        "tiktok_shipper.mayman#p4",
        "tiktok_shipper.mayman#p5"
      ]
    },
    {
      "field": "audience.seniority",
      "source_type": "ai_inferred",
      "confidence": 0.75,
      "freshness_days": 0,
      "method": "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": 41,
      "method": "follower_growth_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": "reach.followers",
      "source_type": "observed",
      "confidence": 0.95,
      "freshness_days": 41,
      "method": "platform_profile"
    }
  ],
  "freshness": {
    "profile_checked_days_ago": 41,
    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 0,
    "generated_at": "2026-09-01T18:28:38.048Z"
  },
  "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_shipper.mayman",
    "removal_url": "https://koinonlink.com/claim?k=tiktok_shipper.mayman"
  }
}