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    "json": "https://koinonlink.com/kol/tiktok/gracebeverley.json",
    "markdown": "https://koinonlink.com/kol/tiktok/gracebeverley.md"
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    "website": "https://gracebeverley.komi.io",
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    "country_name": null,
    "location_text": null,
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    "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.",
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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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    "bio": "big fan of starting businesses",
    "topics": [
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      "Baby prep spreadsheets and checklists",
      "Nursery setup and home organization",
      "Product reviews and recommendations",
      "Personal life updates (wedding, family)"
    ],
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    "category_label": "Lifestyle",
    "subcategory": "parenting",
    "subcategory_label": "Parenting & kids",
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    "category_source": "derived_from_recent_content"
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    "roles": [
      "consumer"
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      "Compiling comprehensive baby prep lists and gear",
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      "Balancing personal milestones with upcoming motherhood logistics"
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    "confidence": 0.9
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    "promotion_intent": 0.8,
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    "contact": null,
    "contact_note": "Koinon does not publish creator contact details."
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    "credibility_score": 58,
    "grade": "B",
    "anomaly_flags": [],
    "interpretation": "Signals for triage, not verdicts. A flag means the profile is worth a manual check."
  },
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      "type": "creator_content",
      "excerpt": "To my favourite person in the whole wide world.",
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      "observed_at_days_ago": 0
    },
    {
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      "type": "creator_content",
      "excerpt": "original sound - gracebeverley",
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      "observed_at_days_ago": 0
    },
    {
      "evidence_id": "tiktok_gracebeverley#p2",
      "type": "creator_content",
      "excerpt": "Check out grace beverley’s video! #TikTok >",
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      "observed_at_days_ago": 0
    },
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      "type": "creator_content",
      "excerpt": "Search:",
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      "observed_at_days_ago": 0
    },
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      "evidence_id": "tiktok_gracebeverley#p4",
      "type": "creator_content",
      "excerpt": "amar daved",
      "source_url": null,
      "observed_at_days_ago": 0
    },
    {
      "evidence_id": "tiktok_gracebeverley#p5",
      "type": "creator_content",
      "excerpt": "yeah, something like that 🤭",
      "source_url": null,
      "observed_at_days_ago": 0
    },
    {
      "evidence_id": "tiktok_gracebeverley#p6",
      "type": "creator_content",
      "excerpt": "ECE Marketing Airball",
      "source_url": null,
      "observed_at_days_ago": 0
    },
    {
      "evidence_id": "tiktok_gracebeverley#p7",
      "type": "creator_content",
      "excerpt": "Soul Survivor",
      "source_url": null,
      "observed_at_days_ago": 0
    }
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      "freshness_days": 0,
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      "evidence_ids": [
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        "tiktok_gracebeverley#p1",
        "tiktok_gracebeverley#p2",
        "tiktok_gracebeverley#p3",
        "tiktok_gracebeverley#p4",
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      "method": "llm_persona_from_recent_content",
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        "tiktok_gracebeverley#p2",
        "tiktok_gracebeverley#p3",
        "tiktok_gracebeverley#p4",
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      "note": "Relative signal within Koinon indexing, not a market-wide score."
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      "freshness_days": 0,
      "method": "llm_scorer"
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      "freshness_days": 30,
      "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": 30,
      "method": "platform_profile"
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    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 0,
    "generated_at": "2026-09-01T21:19:24.921Z"
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    "user_triggered_requests": 0,
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    "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/lifestyle"
  },
  "license": {
    "terms": "https://koinonlink.com/for-ai",
    "attribution": "Koinon Link",
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    "removal_url": "https://koinonlink.com/claim?k=tiktok_gracebeverley"
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}