{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:tiktok_mewsocial",
  "url": "https://koinonlink.com/kol/tiktok/mewsocial",
  "alternate": {
    "html": "https://koinonlink.com/kol/tiktok/mewsocial",
    "json": "https://koinonlink.com/kol/tiktok/mewsocial.json",
    "markdown": "https://koinonlink.com/kol/tiktok/mewsocial.md"
  },
  "identity": {
    "display_name": "Mew Social | AI Marketer",
    "handle": "mewsocial",
    "platform": "tiktok",
    "platform_url": "https://www.tiktok.com/@mewsocial",
    "website": "https://www.openlink.co/mewsocial",
    "country": "TH",
    "country_name": "Thailand",
    "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": 80278,
    "following": 48,
    "posts_total": null,
    "posts_observed": 7,
    "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": "เปลี่ยน AI เป็นเครื่องจักรทำเงิน 24 ชั่วโมง💰\n\"คลังแสง AI\"\n\n👇 เข้าร่วมกองทัพ",
    "topics": [
      "Claude Code构建业务自动化系统",
      "AI内容生产机器与多代理工作流",
      "用AI审计广告和优化ROAS",
      "No-Code + AI搭建内部工具和Dashboard",
      "AI处理客户聊天、订单总结与跟进",
      "Solo Entrepreneur用AI同时运营多条业务线"
    ],
    "topics_en": [
      "Claude Code for building business automation systems",
      "AI content production machines and multi-agent workflows",
      "Using AI to audit ads and optimize ROAS",
      "No-Code + AI for building internal tools and Dashboards",
      "AI for handling customer chats, order summaries, and follow-ups",
      "Solo Entrepreneur using AI to manage multiple business lines simultaneously"
    ],
    "topics_zh": [
      "Claude Code构建业务自动化系统",
      "AI内容生产机器与多代理工作流",
      "用AI审计广告和优化ROAS",
      "No-Code + AI搭建内部工具和Dashboard",
      "AI处理客户聊天、订单总结与跟进",
      "Solo Entrepreneur用AI同时运营多条业务线"
    ],
    "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": "Thai small business owners, solo entrepreneurs, and marketing professionals who want to use AI to automate daily operations and content creation",
    "roles": [
      "automation",
      "content"
    ],
    "seniority": "practitioner",
    "pain_points": [
      "Overwhelmed by daily tasks like customer chats, orders, and payment notifications, leaving little time for core business activities",
      "Working solo but needing to consistently produce content and ad creatives, leading to burnout",
      "Want automated systems but don’t want to pay high fees for developers or hire full-time staff",
      "Inaccurate ROAS data or malfunctioning systems, resulting in wasted ad spend and lost revenue"
    ],
    "posts_analysed": 70,
    "confidence": 0.9
  },
  "commercial": {
    "audience_buyer_fit": 0.8,
    "promotion_intent": 0.9,
    "open_to_collaboration": false,
    "contact": null,
    "contact_note": "Koinon does not publish creator contact details."
  },
  "quality": {
    "authenticity_score": 56,
    "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": 56,
    "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_mewsocial#3b02b6c1",
      "type": "creator_content",
      "excerpt": "เบื้องหลังยอด Reach รวมกว่า 10 ล้านใน 30 วัน คือการสร้าง \"เครื่องจักรผลิตคอนเทนต์\" ที่มีทั้งสมองและร่างกายเป็นของคุณเอง . ทุกเครื่องมือที่ใช้สร้างผลลัพธ์นี้ และรวบรวมไว้ให้คุณแล้วใน 2 เส้นทางที่คุณสามารถเลือกได้เอง คอมเมนต์ สูตรลัด เดี๋ยวผมส่งรายละเอียดให้ครับ 👇🏼 . #คลังแสงAI #",
      "source_url": "https://www.tiktok.com/@mewsocial",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_mewsocial#925742d9",
      "type": "creator_content",
      "excerpt": "original sound - mewsocial",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_mewsocial#d2255e35",
      "type": "creator_content",
      "excerpt": "It is a becoming a big trend on TikTok now! Click here: midjourney",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_mewsocial#c784dfc7",
      "type": "creator_content",
      "excerpt": "Check out Mew Social | AI Marketer’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_mewsocial#5c1617a5",
      "type": "creator_content",
      "excerpt": "นี่คือจุดเริ่มต้นของ AGI? Sam Altman ประกาศข่าวใหญ่ GPT-5 ที่จะเปลี่ยนโลก #chatgpt #samaltman #openai #mewsocial #ai #AIบอกต่อ",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "tiktok_mewsocial#3be9bff1",
      "type": "creator_content",
      "excerpt": "🔥🚨 หยุด! ก่อนธุรกิจคุณจะ 'ตาย' เพราะคอนเทนต์! 🚨🔥 . คุณเห็น 5 สัญญาณนี้ในธุรกิจตัวเองบ้างไหม?  (ถ้า 'ใช่' แม้แต่ข้อ",
      "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": 35,
      "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": 35,
      "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": 35,
      "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": 6,
      "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": 6,
      "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": 6,
      "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": 6,
    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 35,
    "generated_at": "2026-09-03T18:23:38.898Z"
  },
  "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_mewsocial",
    "removal_url": "https://koinonlink.com/claim?k=tiktok_mewsocial"
  }
}