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    "location_text": null,
    "entity_type": "creator",
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    "person_id_note": "Cross-platform identity not resolved for this creator.",
    "other_accounts": []
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    "following": 93,
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    "posts_observed": 10,
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    "posts_per_day": null,
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    "avg_interactions_per_post": null,
    "best_post_interactions": null,
    "unit_note": "engagement_rate is a ratio (0-1); the interaction fields are absolute counts."
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      "AI music video creation with tools like Higgsfield and CapCu",
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    "roles": [
      "content"
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    "contact": null,
    "contact_note": "Koinon does not publish creator contact details."
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    "credibility_score": 48,
    "grade": "C",
    "anomaly_flags": [],
    "interpretation": "Signals for triage, not verdicts. A flag means the profile is worth a manual check."
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      "note": "Relative signal within Koinon indexing, not a market-wide score."
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      "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",
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      "freshness_days": 1,
      "method": "platform_profile"
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    "content_analysed_days_ago": 30,
    "audience_updated_days_ago": 30,
    "generated_at": "2026-09-01T12:31:37.051Z"
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    "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."
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    "category_entity": "https://koinonlink.com/product-category/entertainment"
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    "terms": "https://koinonlink.com/for-ai",
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    "removal_url": "https://koinonlink.com/claim?k=tiktok_samoricoles"
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