{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:tiktok_aivoicetaras",
  "url": "https://koinonlink.com/kol/tiktok/aivoicetaras",
  "alternate": {
    "html": "https://koinonlink.com/kol/tiktok/aivoicetaras",
    "json": "https://koinonlink.com/kol/tiktok/aivoicetaras.json",
    "markdown": "https://koinonlink.com/kol/tiktok/aivoicetaras.md"
  },
  "identity": {
    "display_name": "AIVoiceTaras",
    "handle": "aivoicetaras",
    "platform": "tiktok",
    "platform_url": "https://www.tiktok.com/@aivoicetaras",
    "website": null,
    "country": "DE",
    "country_name": "Germany",
    "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": 2739,
    "following": 29,
    "posts_total": 97,
    "posts_observed": 6,
    "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": "🎤 Українська музика\n❤️ Авторські + сильні кавери\n🔥 Нові пісні щотижня\n⏬Премʼєра пісні \"✨Тільки Ти✨\" ⏬",
    "topics": [
      "Ukrainian folk music modernization",
      "Original Ukrainian song releases",
      "Cover songs with emotional or personal themes",
      "TikTok music trends in Ukraine",
      "Music creation and artist promotion",
      "Personal storytelling through song"
    ],
    "topics_en": [
      "Ukrainian folk music modernization",
      "Original Ukrainian song releases",
      "Cover songs with emotional or personal themes",
      "TikTok music trends in Ukraine",
      "Music creation and artist promotion",
      "Personal storytelling through song"
    ],
    "topics_zh": [
      "乌克兰民间音乐的现代化",
      "乌克兰原创歌曲发布",
      "带有情感或个人主题的翻唱歌曲",
      "乌克兰的TikTok音乐趋势",
      "音乐创作与艺术家推广",
      "通过歌曲讲述个人故事"
    ],
    "category": "entertainment",
    "category_label": "Entertainment",
    "subcategory": "music",
    "subcategory_label": "Music",
    "category_confidence": 0.95,
    "category_source": "derived_from_recent_content"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "Ukrainian music fans and local content consumers, primarily young adults in Ukraine and the diaspora who engage with original and cover songs in Ukrainian, especially emotional, folk-inspired, or modernized traditional music",
    "roles": [
      "consumer"
    ],
    "seniority": "consumer",
    "pain_points": [
      "Struggling to find authentic Ukrainian music that feels modern yet culturally rooted",
      "Feeling disconnected from mainstream global music trends that don't reflect their identity",
      "Wishing for more local artists to gain visibility on global platforms like TikTok",
      "Missing emotional depth and personal storytelling in popular music content"
    ],
    "posts_analysed": 40,
    "confidence": 0.75
  },
  "commercial": {
    "audience_buyer_fit": 0.2,
    "promotion_intent": 0.1,
    "open_to_collaboration": false,
    "contact": null,
    "contact_note": "Koinon does not publish creator contact details."
  },
  "quality": {
    "authenticity_score": 45,
    "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": 45,
    "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_aivoicetaras#2914e0f8",
      "type": "creator_content",
      "excerpt": "Випускати такий кавер? #граймузикомоя #cover #AIVoiceTaras #МиколаМозговий",
      "source_url": "https://www.tiktok.com/@aivoicetaras",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_aivoicetaras#9b88510d",
      "type": "creator_content",
      "excerpt": "original sound - aivoicetaras",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_aivoicetaras#b9730be1",
      "type": "creator_content",
      "excerpt": "It is a becoming a big trend on TikTok now! Click here: граймузикомоя",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_aivoicetaras#bc3f1529",
      "type": "creator_content",
      "excerpt": "Check out AIVoiceTaras’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_aivoicetaras#628fc775",
      "type": "creator_content",
      "excerpt": "Як вам мій кавер? Випускати? #українськапісня #українськамузика #tarasromanenko #пісня2026",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_aivoicetaras#4164dee7",
      "type": "creator_content",
      "excerpt": "Niby Vchora",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_aivoicetaras#0f7b2c74",
      "type": "creator_content",
      "excerpt": "Вічна пам’ять «Легенда» Степан Гіга, Назарій Яремчук🇺🇦#СтепанГіга #НазарійЯремчук #ЛегендиУкраїни #ВічнаПамять",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_aivoicetaras#b8b5b46d",
      "type": "creator_content",
      "excerpt": "Шо ви там?",
      "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": 0,
      "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": 0,
      "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": 0,
      "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": 38,
      "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": 38,
      "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": 38,
      "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": 38,
    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 0,
    "generated_at": "2026-09-05T07:22:59.828Z"
  },
  "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/entertainment"
  },
  "license": {
    "terms": "https://koinonlink.com/for-ai",
    "attribution": "Koinon Link",
    "claim_url": "https://koinonlink.com/claim?k=tiktok_aivoicetaras",
    "removal_url": "https://koinonlink.com/claim?k=tiktok_aivoicetaras"
  }
}