{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:tiktok_chatkagangpt",
  "url": "https://koinonlink.com/kol/tiktok/chatkagangpt",
  "alternate": {
    "html": "https://koinonlink.com/kol/tiktok/chatkagangpt",
    "json": "https://koinonlink.com/kol/tiktok/chatkagangpt.json",
    "markdown": "https://koinonlink.com/kol/tiktok/chatkagangpt.md"
  },
  "identity": {
    "display_name": "yapayzeka_kagan",
    "handle": "chatkagangpt",
    "platform": "tiktok",
    "platform_url": "https://www.tiktok.com/@chatkagangpt",
    "website": null,
    "country": "TR",
    "country_name": "Turkey",
    "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": 6975,
    "following": 20,
    "posts_total": null,
    "posts_observed": 5,
    "account_age_days": null,
    "posts_per_day": null,
    "verified": false,
    "size_tier": "nano"
  },
  "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": "",
    "topics": [
      "Advanced ChatGPT prompts and protocols",
      "Making AI give harsh/unfiltered feedback",
      "AI image and music generation tools",
      "Prompt engineering for content and business use",
      "Monetizing AI outputs (Etsy, music sales)"
    ],
    "topics_en": [
      "Advanced ChatGPT prompts and protocols",
      "Making AI give harsh/unfiltered feedback",
      "AI image and music generation tools",
      "Prompt engineering for content and business use",
      "Monetizing AI outputs (Etsy, music sales)"
    ],
    "topics_zh": [
      "高级 ChatGPT 提示与协议",
      "让 AI 提供严厉/无过滤的反馈",
      "AI 图像和音乐生成工具",
      "用于内容和商业用途的提示工程",
      "AI 输出变现（Etsy、音乐销售）"
    ],
    "category": "software",
    "category_label": "Software",
    "subcategory": "ai_tools",
    "subcategory_label": "AI tools / agents",
    "category_confidence": 0.94,
    "category_source": "derived_from_recent_content"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "Turkish-speaking AI enthusiasts and prompt engineers focused on maximizing ChatGPT and other generative tools for productivity, content, and side income",
    "roles": [
      "general_ai"
    ],
    "seniority": "practitioner",
    "pain_points": [
      "ChatGPT giving overly polite or shallow answers instead of useful criticism",
      "Not knowing how to write effective prompts to unlock advanced capabilities",
      "Difficulty turning AI outputs into real business or content results",
      "Wanting to monetize AI (music, designs, content) but lacking practical workflows"
    ],
    "posts_analysed": 39,
    "confidence": 0.75
  },
  "commercial": {
    "audience_buyer_fit": 0.7,
    "promotion_intent": 0.8,
    "open_to_collaboration": false,
    "contact": null,
    "contact_note": "Koinon does not publish creator contact details."
  },
  "quality": {
    "authenticity_score": 42,
    "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": 42,
    "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_chatkagangpt#6efed660",
      "type": "creator_content",
      "excerpt": "🕵️‍♂️ “ChatGPT seni ele verebilir mi?” 💥 Bu sorunun cevabı, düşündüğünden çok daha karanlık olabilir… 😶‍🌫️ Yorumlara KOMUT yaz, bu özel promptu sana göndereyim. ⚡ Ve unutma — yapay zekanın sırlarını ilk öğrenenlerden olmak istiyorsan mutlaka takip et! 🚀",
      "source_url": "https://www.tiktok.com/@chatkagangpt",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_chatkagangpt#d09606c6",
      "type": "creator_content",
      "excerpt": "original sound - chatkagangpt",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_chatkagangpt#556e7c61",
      "type": "creator_content",
      "excerpt": "Check out yapayzeka_kagan’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_chatkagangpt#3a063999",
      "type": "creator_content",
      "excerpt": "💀 “Protokol Tarumar: Aktif” 💀 Artık iltifat yok, teselli yok, umut yok. ❌ Sadece acımasız gerçekler, ölümcül hatalar ve çıplak doğrular var. ⚔️ 👉 Cesaretin varsa bu protokole gir, çünkü buradan sadece en güçlüler çıkabilir. 🔥",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_chatkagangpt#121447f1",
      "type": "creator_content",
      "excerpt": "⚡ “Yorgunluk aslında gizli enerjinin kapısıdır.” ⚡ Bu protokol, seni bitkinlikten alıp 🔋 saf güce dönüştürüyor. Her düşüşünü bir kalkışa, her yorgunluğunu yeni bir seviyeye çıkaran güç kaynağına çeviriyor. 🚀 👉 Hazır mısın? Çü",
      "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": 10,
      "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": 10,
      "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": 10,
      "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": 3,
      "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": 3,
      "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": 3,
      "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": 3,
    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 10,
    "generated_at": "2026-09-03T17:22:47.120Z"
  },
  "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_chatkagangpt",
    "removal_url": "https://koinonlink.com/claim?k=tiktok_chatkagangpt"
  }
}