{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:tiktok_pablo.maxmaxdata",
  "url": "https://koinonlink.com/kol/tiktok/pablo.maxmaxdata",
  "alternate": {
    "html": "https://koinonlink.com/kol/tiktok/pablo.maxmaxdata",
    "json": "https://koinonlink.com/kol/tiktok/pablo.maxmaxdata.json",
    "markdown": "https://koinonlink.com/kol/tiktok/pablo.maxmaxdata.md"
  },
  "identity": {
    "display_name": "pablo.maxmaxdata",
    "handle": "pablo.maxmaxdata",
    "platform": "tiktok",
    "platform_url": "https://www.tiktok.com/@pablo.maxmaxdata",
    "website": "Maxmaxdata.eu",
    "country": "ES",
    "country_name": "Spain",
    "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": 1182787,
    "following": 213,
    "posts_total": null,
    "posts_observed": 94,
    "account_age_days": null,
    "posts_per_day": null,
    "verified": false,
    "size_tier": "kol"
  },
  "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": [
      "Uso práctico de ChatGPT y Claude para trabajo",
      "Automatización de tareas con IA",
      "Prompts y trucos para IA",
      "IA aplicada a Excel y datos",
      "Generación de imágenes y contenido con IA",
      "Aplicaciones de IA en negocio y productividad"
    ],
    "topics_en": [
      "Practical use of ChatGPT and Claude for work",
      "Task automation with AI",
      "AI prompts and tricks",
      "AI applied to Excel and data",
      "Image and content generation with AI",
      "AI applications in business and productivity"
    ],
    "topics_zh": [
      "ChatGPT 和 Claude 的实际工作应用",
      "AI 任务自动化",
      "AI 提示词与技巧",
      "AI 在 Excel 和数据中的应用",
      "AI 生成图像和内容",
      "AI 在商业和生产力中的应用"
    ],
    "category": "software",
    "category_label": "Software",
    "subcategory": "ai_tools",
    "subcategory_label": "AI tools / agents",
    "category_confidence": 0.95,
    "category_source": "derived_from_recent_content"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "Profesionales y trabajadores hispanohablantes que quieren aprender a usar IA (ChatGPT, Claude, Gemini) para automatizar tareas diarias de oficina y negocio",
    "roles": [
      "automation",
      "general_ai"
    ],
    "seniority": "practitioner",
    "pain_points": [
      "Perder horas haciendo fórmulas en Excel o informes manuales",
      "Escribir prompts ineficientes o repetir instrucciones a la IA",
      "Editar vídeos, crear imágenes o cuadrar bancos a mano",
      "Buscar clientes o hacer tareas repetitivas sin automatizar"
    ],
    "posts_analysed": 73,
    "confidence": 0.9
  },
  "commercial": {
    "audience_buyer_fit": 0.5,
    "promotion_intent": 0.4,
    "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_pablo.maxmaxdata#e4a43cfe",
      "type": "creator_content",
      "excerpt": "🔍 ¡Sígueme para aprender sobre Big Data e Inteligencia Artificial! 📊✨ ¿Sabías que las inteligencias artificiales contienen una cantidad inmensa de información que a veces no muestran? La clave está en saber cómo desbloquear ese conocimiento. Hoy te voy a mostrar cómo hacerlo. \ud83d",
      "source_url": "https://www.tiktok.com/@pablo.maxmaxdata",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_pablo.maxmaxdata#fc9a8db0",
      "type": "creator_content",
      "excerpt": "original sound - pablo.maxmaxdata",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_pablo.maxmaxdata#6186349d",
      "type": "creator_content",
      "excerpt": "It is a becoming a big trend on TikTok now! Click here: ia",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_pablo.maxmaxdata#53309d55",
      "type": "creator_content",
      "excerpt": "Check out pablo.maxmaxdata’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_pablo.maxmaxdata#ad01b509",
      "type": "creator_content",
      "excerpt": "🤖 Sígueme para aprender IA y Big Data aplicada al trabajo. 📲 ¿Conoces a alguien que pierda horas editando vídeos? Envía",
      "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": 32,
      "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": 32,
      "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": 32,
      "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": 2,
      "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": 2,
      "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": 2,
      "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": 2,
    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 32,
    "generated_at": "2026-09-03T16:20:13.610Z"
  },
  "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/software"
  },
  "license": {
    "terms": "https://koinonlink.com/for-ai",
    "attribution": "Koinon Link",
    "claim_url": "https://koinonlink.com/claim?k=tiktok_pablo.maxmaxdata",
    "removal_url": "https://koinonlink.com/claim?k=tiktok_pablo.maxmaxdata"
  }
}