{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:tiktok_ginicaranyaofficial",
  "url": "https://koinonlink.com/kol/tiktok/ginicaranyaofficial",
  "alternate": {
    "html": "https://koinonlink.com/kol/tiktok/ginicaranyaofficial",
    "json": "https://koinonlink.com/kol/tiktok/ginicaranyaofficial.json",
    "markdown": "https://koinonlink.com/kol/tiktok/ginicaranyaofficial.md"
  },
  "identity": {
    "display_name": "GINI CARANYA",
    "handle": "ginicaranyaofficial",
    "platform": "tiktok",
    "platform_url": "https://www.tiktok.com/@ginicaranyaofficial",
    "website": "https://gco.co.id/saluranwa/",
    "country": "ID",
    "country_name": "Indonesia",
    "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": 4996402,
    "following": 111,
    "posts_total": 1028,
    "posts_observed": 6,
    "account_age_days": null,
    "posts_per_day": null,
    "verified": false,
    "size_tier": "kol"
  },
  "engagement": {
    "status": "average_measured",
    "engagement_rate": 0.03312,
    "engagement_rate_basis": "average_interactions_per_view",
    "posts_in_average": 10,
    "avg_views_per_post": 21832,
    "peak_post_engagement_rate": null,
    "avg_interactions_per_post": 723,
    "best_post_interactions": 4744,
    "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": "Gimana Caranya?\n#GiniCaranya\n💡 Solusi Anti Gaptek | Tutorial HP & App\n📱 Developer aplikasi Android & iOS\n🔥 Fitur baru app & beta beta tester👇",
    "topics": [
      "Catat Duit系列记账App（Ojol版、学生版、通用版）",
      "Android手机美化与自定义（壁纸、图标、launcher）",
      "语音/扫码记账、云端文件操作",
      "游戏优化与电池健康检查",
      "数字充值与GCO Digital生态"
    ],
    "topics_en": [
      "Catat Duit series budgeting apps (Ojol, student, general versions)",
      "Android phone customization and美化 (wallpapers, icons, launcher)",
      "Voice and QR code-based accounting, cloud file operations",
      "Game optimization and battery health checks",
      "Digital top-ups and GCO Digital ecosystem"
    ],
    "topics_zh": [
      "Catat Duit系列记账App（Ojol版、学生版、通用版）",
      "Android手机美化与自定义（壁纸、图标、launcher）",
      "语音/扫码记账、云端文件操作",
      "游戏优化与电池健康检查",
      "数字充值与GCO Digital生态"
    ],
    "category": "software",
    "category_label": "Software",
    "subcategory": "app",
    "subcategory_label": "Mobile & consumer apps",
    "category_confidence": 0.85,
    "category_source": "derived_from_recent_content"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "Ordinary Indonesian Android users, especially ojol drivers, students, and those who want simple budgeting or phone customization",
    "roles": [
      "consumer"
    ],
    "seniority": "consumer",
    "pain_points": [
      "Tracking expenses is too cumbersome (requires manual entry of amounts and categories)",
      "Don't know where money goes—always empty by month-end",
      "Old-fashioned phone interface; want iOS-style or transparent wallpapers but don't know how to set them",
      "Game lag and unclear battery usage; want to optimize but afraid of breaking the phone"
    ],
    "posts_analysed": 100,
    "confidence": 0.9
  },
  "commercial": {
    "audience_buyer_fit": 0.6,
    "promotion_intent": 0.7,
    "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": "B",
      "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_ginicaranyaofficial#7bbaccec",
      "type": "creator_content",
      "excerpt": "Catat order sekali tap, bensin & pengeluaran kecatat, penghasilan bersih narik langsung keliatan. Cari aja \"Catat Duit Ojol\" di Play Store atau App Store 👀 #GiniCaranya #GiniCaranyaOfficial #GiniCaranyaStudio #CatatDuitOjol",
      "source_url": "https://www.tiktok.com/@ginicaranyaofficial",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_ginicaranyaofficial#092572a4",
      "type": "creator_content",
      "excerpt": "original sound - elart.rmx",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_ginicaranyaofficial#e60192a2",
      "type": "creator_content",
      "excerpt": "It is a becoming a big trend on TikTok now! Click here: ginicaranya",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_ginicaranyaofficial#f21f47e7",
      "type": "creator_content",
      "excerpt": "Check out GINI CARANYA’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_ginicaranyaofficial#51b6fcc1",
      "type": "creator_content",
      "excerpt": "Yang kemarin ga kebagian slot beta, sekarang sudah resmi rilis untuk publik 🔥",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_ginicaranyaofficial#bd255b24",
      "type": "creator_content",
      "excerpt": "Mulai Agustus 2026, fitur premium semua aplikasi Gini Caranya Studio dikelola dalam satu akun GCO Digital. Detail lengkapnya ada di Saluran WA — link di bio 👀 #GiniCaranya #GiniCaranyaStudio #GCODigital",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_ginicaranyaofficial#0c6125f5",
      "type": "creator_content",
      "excerpt": "Daylight by Maroon 5",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_ginicaranyaofficial#723db6dc",
      "type": "creator_content",
      "excerpt": "Info buat pengguna app GCO 📢",
      "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": "2026-09-03T16:22:55.421Z"
  },
  "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/software"
  },
  "license": {
    "terms": "https://koinonlink.com/for-ai",
    "attribution": "Koinon Link",
    "claim_url": "https://koinonlink.com/claim?k=tiktok_ginicaranyaofficial",
    "removal_url": "https://koinonlink.com/claim?k=tiktok_ginicaranyaofficial"
  }
}