{
  "@context": "https://koinonlink.com/schema/creator/v1.4",
  "@type": "Creator",
  "schema_version": "1.4",
  "id": "koinon:creator:tiktok_benelux._producti",
  "url": "https://koinonlink.com/kol/tiktok/benelux._producti",
  "alternate": {
    "html": "https://koinonlink.com/kol/tiktok/benelux._producti",
    "json": "https://koinonlink.com/kol/tiktok/benelux._producti.json",
    "markdown": "https://koinonlink.com/kol/tiktok/benelux._producti.md"
  },
  "identity": {
    "display_name": "BENELUX _production",
    "handle": "benelux._producti",
    "platform": "tiktok",
    "platform_url": "https://www.tiktok.com/@benelux._producti",
    "website": null,
    "country": null,
    "country_name": null,
    "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": 31092,
    "following": 67,
    "posts_total": 1231,
    "posts_observed": 1,
    "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": [
      "Somali and Djiboutian cultural celebrations on TikTok",
      "Viral wedding dances (e.g., Kakalika)",
      "Diaspora community engagement in Benelux",
      "TikTok trends in the Somali-Djiboutian community",
      "Event promotion for weddings and cultural gatherings",
      "Creator visibility and content discovery in niche communitie"
    ],
    "topics_en": [
      "Somali and Djiboutian cultural celebrations on TikTok",
      "Viral wedding dances (e.g., Kakalika)",
      "Diaspora community engagement in Benelux",
      "TikTok trends in the Somali-Djiboutian community",
      "Event promotion for weddings and cultural gatherings",
      "Creator visibility and content discovery in niche communitie"
    ],
    "topics_zh": [
      "TikTok上的索马里与吉布提文化庆典",
      "爆火的婚礼舞蹈（例如Kakalika）",
      "比荷卢地区侨民社群互动",
      "索马里-吉布提社群的TikTok趋势",
      "婚礼及文化聚会的活动推广",
      "小众社群的创作者曝光与内容发现"
    ],
    "category": "entertainment",
    "category_label": "Entertainment",
    "subcategory": "dance",
    "subcategory_label": "Dance",
    "category_confidence": 0.85,
    "category_source": "derived_from_recent_content"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "Somali and Djiboutian diaspora in Belgium and the Netherlands, primarily young adults interested in cultural celebrations, weddings, and viral dance trends",
    "roles": [
      "general_ai"
    ],
    "seniority": "consumer",
    "pain_points": [
      "Struggling to find authentic cultural content that reflects their heritage and community events",
      "Finding it hard to connect with others in their diaspora community through mainstream platforms",
      "Lacking visibility for local cultural performances and events like weddings and dance shows"
    ],
    "posts_analysed": 20,
    "confidence": 0.6,
    "traceable": false,
    "traceable_note": "The posts this inference was computed from are NOT retained, so this conclusion cannot be traced back to its inputs. evidence[] holds separately collected profile content and is NOT the input to this inference — do not cite it as support. confidence is a number the model reported about its own reading, NOT a measure of verifiability: a high confidence with traceable=false is still an untraceable claim."
  },
  "commercial": {
    "audience_buyer_fit": 0.1,
    "promotion_intent": 0.1,
    "open_to_collaboration": false,
    "contact": null,
    "contact_note": "Koinon does not publish creator contact details."
  },
  "quality": {
    "authenticity_score": 58,
    "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": 58,
    "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_benelux._producti#9c7c31e8",
      "type": "creator_content",
      "excerpt": "#weddingvibes #weddings #weddingsomali#somalibelgiumtiktok2026🇸🇴🇧🇪 #youtubersentiktok #somaliwedding #djibouti_tiktok #djiboutitiktok🇩🇯🇩🇯🇩🇯🇩🇯😋🥂🤎🤎",
      "source_url": "https://www.tiktok.com/@benelux._producti",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_benelux._producti#d91f0522",
      "type": "creator_content",
      "excerpt": "original sound - benelux._producti",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_benelux._producti#b388a93e",
      "type": "creator_content",
      "excerpt": "It is a becoming a big trend on TikTok now! Click here: weddingvibes",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_benelux._producti#39ecabb4",
      "type": "creator_content",
      "excerpt": "Check out BENELUX _production’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_benelux._producti#6a30929c",
      "type": "creator_content",
      "excerpt": "#somalilandtiktok2021😍 #djibotianafartiktok🇩🇯🇩🇯 #djibotianafartiktok🇩🇯🇩🇯 #djibotianafartiktok🇩🇯🇩🇯 #djibotianafartiktok🇩🇯🇩🇯",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_benelux._producti#05a14df5",
      "type": "creator_content",
      "excerpt": "original sound - doubouli354",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_benelux._producti#2b0760f9",
      "type": "creator_content",
      "excerpt": "#beneluxproduction #somalilandtiktok💚🤍❤ #somalinederland🇸🇴🇳🇱 #creatorearchinsigght #somalitiktok #djiboutitiktok🇩🇯🇩🇯 #somaliwedding🔥 #creatorinsights #yummyfood #somalibelgium🇸🇴🇧🇪 #youtubersentiktok #youtubers #foruyou #benulexproduction #somaliwedding #fyp #yu",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_benelux._producti#6725bcb3",
      "type": "creator_content",
      "excerpt": "#medantiktok #mukbangeati",
      "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": 0.6,
      "freshness_days": 0,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "audience.roles",
      "source_type": "ai_inferred",
      "confidence": 0.6,
      "freshness_days": 0,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "audience.seniority",
      "source_type": "ai_inferred",
      "confidence": 0.6,
      "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": 47,
      "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": 47,
      "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": 47,
      "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": 47,
    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 0,
    "generated_at": "2026-09-07T03:04:24.304Z"
  },
  "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_benelux._producti",
    "removal_url": "https://koinonlink.com/claim?k=tiktok_benelux._producti"
  }
}