{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:tiktok_nacim_liberte3.0",
  "url": "https://koinonlink.com/kol/tiktok/nacim_liberte3.0",
  "alternate": {
    "html": "https://koinonlink.com/kol/tiktok/nacim_liberte3.0",
    "json": "https://koinonlink.com/kol/tiktok/nacim_liberte3.0.json",
    "markdown": "https://koinonlink.com/kol/tiktok/nacim_liberte3.0.md"
  },
  "identity": {
    "display_name": "Nacim 𝙇𝙄𝘽𝙀𝙍𝙏𝙀 3.0",
    "handle": "nacim_liberte3.0",
    "platform": "tiktok",
    "platform_url": "https://www.tiktok.com/@nacim_liberte3.0",
    "website": null,
    "country": "FR",
    "country_name": "France",
    "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": 32941,
    "following": 1,
    "posts_total": null,
    "posts_observed": 15,
    "account_age_days": null,
    "posts_per_day": null,
    "verified": false,
    "size_tier": "koc"
  },
  "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": [
      "Amazon FBA business model and logistics",
      "Private label product selection and sourcing from China",
      "Profitability calculation and avoiding beginner losses",
      "US market selling vs France",
      "Location independence and quitting salaried life"
    ],
    "topics_en": [
      "Amazon FBA business model and logistics",
      "Private label product selection and sourcing from China",
      "Profitability calculation and avoiding beginner losses",
      "US market selling vs France",
      "Location independence and quitting salaried life"
    ],
    "topics_zh": [
      "亚马逊FBA商业模式与物流",
      "自有品牌产品选择与中国采购",
      "盈利能力计算与避免新手亏损",
      "美国市场销售与法国对比",
      "地点独立与辞职过上班族生活"
    ],
    "category": "ecommerce",
    "category_label": "E-commerce / DTC",
    "subcategory": "crossborder",
    "subcategory_label": "Cross-border",
    "category_confidence": 0.9,
    "category_source": "derived_from_recent_content"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "French-speaking aspiring entrepreneurs and beginners wanting to launch Amazon FBA businesses for financial and geographic freedom",
    "roles": [
      "ecom_ops"
    ],
    "seniority": "learner",
    "pain_points": [
      "Calculating true profitability before launching products",
      "Finding unique private-label products instead of copying competitors",
      "Fear of staying salaried until retirement with no freedom",
      "Managing sourcing, Amazon fees, stockouts and competition effectively"
    ],
    "posts_analysed": 64,
    "confidence": 0.9
  },
  "commercial": {
    "audience_buyer_fit": 0.9,
    "promotion_intent": 0.9,
    "open_to_collaboration": false,
    "contact": null,
    "contact_note": "Koinon does not publish creator contact details."
  },
  "quality": {
    "authenticity_score": 51,
    "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": 51,
    "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_nacim_liberte3.0#fdb921ae",
      "type": "creator_content",
      "excerpt": "gérer son business de n'importe où dans le monde cela n'a pas de prix liberté géographique totale grâce à Amazon FBA #amazonfba #BusinessEnLigne #hijra",
      "source_url": "https://www.tiktok.com/@nacim_liberte3.0",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_nacim_liberte3.0#b587131f",
      "type": "creator_content",
      "excerpt": "original sound - nacim_liberte3.0",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_nacim_liberte3.0#58f16b1d",
      "type": "creator_content",
      "excerpt": "It is a becoming a big trend on TikTok now! Click here: amazonfba",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_nacim_liberte3.0#a6b6cd9e",
      "type": "creator_content",
      "excerpt": "Check out Nacim 𝙇𝙄𝘽𝙀𝙍𝙏𝙀 3.0’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_nacim_liberte3.0#3fb5067e",
      "type": "creator_content",
      "excerpt": "Amazon FBA : le secret des vendeurs qui font fortune ! 🤯 On vous explique comment ça marche, de la fabrication en Chine à la livraison client. Vous aussi, lancez votre marque ! Prêt à vous lancer ? 😉 #AmazonFBA #Entrepreneuriat #BusinessEnLigne #VenteAmazon #IndépendanceFinanci",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_nacim_liberte3.0#ac2eda0e",
      "type": "creator_content",
      "excerpt": "Amazon US : Vendez et EXPLOSEZ vos ventes (preuve à l'appui) ! Découvrez la puissance d'Amazon.com et comment vendre aux États-Unis ! Plus de 20 000 unités vendues le mois dernier. Ne vous limitez pas",
      "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": 25,
      "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": 25,
      "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": 25,
      "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": 17,
      "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": 17,
      "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": 17,
      "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": 17,
    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 25,
    "generated_at": "2026-09-03T17:23:37.047Z"
  },
  "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/ecommerce"
  },
  "license": {
    "terms": "https://koinonlink.com/for-ai",
    "attribution": "Koinon Link",
    "claim_url": "https://koinonlink.com/claim?k=tiktok_nacim_liberte3.0",
    "removal_url": "https://koinonlink.com/claim?k=tiktok_nacim_liberte3.0"
  }
}