{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:tiktok_madperuvian",
  "url": "https://koinonlink.com/kol/tiktok/madperuvian",
  "alternate": {
    "html": "https://koinonlink.com/kol/tiktok/madperuvian",
    "json": "https://koinonlink.com/kol/tiktok/madperuvian.json",
    "markdown": "https://koinonlink.com/kol/tiktok/madperuvian.md"
  },
  "identity": {
    "display_name": "MadPeruvian",
    "handle": "madperuvian",
    "platform": "tiktok",
    "platform_url": "https://www.tiktok.com/@madperuvian",
    "website": "https://www.instagram.com/mad.peruvian?igsh=MTFscGdlbzF4bGs0&utm_source=qr",
    "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": 12550,
    "following": 13,
    "posts_total": null,
    "posts_observed": 4,
    "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": "¡Hola! | Creador de contenido ✨ | Cultura pop ✨ IG: Mad.Peruvian",
    "topics": [
      "2000s and 2010s Peruvian pop culture",
      "Nostalgia for childhood memories",
      "Local Peruvian commercials and brands",
      "Internet viral trends from the past",
      "Fandom around Spider-Man and Disney characters",
      "Humor around local TV shows and characters like Curwen and C"
    ],
    "topics_en": [
      "2000s and 2010s Peruvian pop culture",
      "Nostalgia for childhood memories",
      "Local Peruvian commercials and brands",
      "Internet viral trends from the past",
      "Fandom around Spider-Man and Disney characters",
      "Humor around local TV shows and characters like Curwen and C"
    ],
    "topics_zh": [
      "秘鲁2000s-2010s流行文化",
      "童年回忆的怀旧",
      "秘鲁本土广告和品牌",
      "过去的网络病毒式传播趋势",
      "关于蜘蛛侠和迪士尼角色的粉丝文化",
      "围绕Curwen和C等本土电视节目和角色的幽默"
    ],
    "category": "entertainment",
    "category_label": "Entertainment",
    "subcategory": "news_media",
    "subcategory_label": "News & media",
    "category_confidence": 0.9,
    "category_source": "derived_from_recent_content"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "Peruvian millennials and Gen Z who grew up in Lima during the 2000s and 2010s, nostalgic for childhood pop culture, local brands, and internet trends",
    "roles": [
      "general_ai"
    ],
    "seniority": "consumer",
    "pain_points": [
      "Struggling to find authentic connections to their childhood memories in today's fast-paced digital world",
      "Feeling disconnected from shared cultural references that were once part of daily life",
      "Missing the simplicity and innocence of past entertainment and local advertising",
      "Finding it hard to relive or share nostalgic moments with peers who didn’t grow up in the same context"
    ],
    "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_madperuvian#454b608c",
      "type": "creator_content",
      "excerpt": "Esos juegos de la infancia que marcaron generaciones :(  ¿tienes alguna anécdota con tus amigos y esos juegos? #peru🇵🇪 #Lima #recuerdos #nostalgia #2000s #2010s #fyp #fypシ゚ #memories #peru #infancia #Juegos",
      "source_url": "https://www.tiktok.com/@madperuvian",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_madperuvian#f3d5701d",
      "type": "creator_content",
      "excerpt": "original sound - madperuvian",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_madperuvian#72d3268b",
      "type": "creator_content",
      "excerpt": "It is a becoming a big trend on TikTok now! Click here: peru🇵🇪",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_madperuvian#1e3fb198",
      "type": "creator_content",
      "excerpt": "Check out MadPeruvian’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_madperuvian#c56d774f",
      "type": "creator_content",
      "excerpt": "Ese chocolate era lo máximooo <3  ¿Qué otro chocolate recuerdas que estuvo muy adelantado para su epoca?#peru🇵🇪 #Lima #recuerdos #nostalgia #2000s #2010s #fyp #fypシ゚ #memories #peru #infancia #Drlook",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_madperuvian#7e126352",
      "type": "creator_content",
      "excerpt": "Solo espero que un dia vuelva :( ¿Qué otro helado marco su infancia? #peru🇵🇪 #Lima #recuerdos #nostalgia #2000s #2010s #fyp #fypシ゚ #memories #peru #infancia #helados #donofrio #pelapop",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_madperuvian#e5fa8076",
      "type": "creator_content",
      "excerpt": "frozono de los más chad #fyp #frozono #losincreibles #d",
      "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": 8,
      "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": 8,
      "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": 8,
      "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": 8,
    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 0,
    "generated_at": "2026-09-04T06:23:29.958Z"
  },
  "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_madperuvian",
    "removal_url": "https://koinonlink.com/claim?k=tiktok_madperuvian"
  }
}