{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:youtube_vaibhavsisinty",
  "url": "https://koinonlink.com/kol/youtube/vaibhavsisinty",
  "alternate": {
    "html": "https://koinonlink.com/kol/youtube/vaibhavsisinty",
    "json": "https://koinonlink.com/kol/youtube/vaibhavsisinty.json",
    "markdown": "https://koinonlink.com/kol/youtube/vaibhavsisinty.md"
  },
  "identity": {
    "display_name": "Vaibhav Sisinty",
    "handle": "vaibhavsisinty",
    "platform": "youtube",
    "platform_url": "https://www.youtube.com/@vaibhavsisinty",
    "website": null,
    "country": "IN",
    "country_name": "India",
    "location_text": null,
    "entity_type": "creator",
    "person_id": "koinon:person:youtube_vaibhavsisinty",
    "person_id_note": null,
    "other_accounts": [
      {
        "platform": "x",
        "handle": "VaibhavSisinty",
        "url": "https://koinonlink.com/kol/x/VaibhavSisinty"
      }
    ],
    "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": 827000,
    "following": null,
    "posts_total": null,
    "posts_observed": 224,
    "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": "Now, I'm on a mission to help 1 billion people stay ahead with AI using my social content. What you'll find here: - AI tools, prompts, ...",
    "topics": [
      "Claude/GPT免费替代与hack",
      "AI辅助求职和自动化工作流",
      "最新AI模型对比与爆料",
      "大厂AI新闻（OpenAI、Elon、印度/中国AI）",
      "用AI替代付费工具（设计、视频、代码）"
    ],
    "topics_en": [
      "Claude/GPT free alternatives and hacks",
      "AI-assisted job searching and automated workflows",
      "Latest AI model comparisons and leaks",
      "Big tech AI news (OpenAI, Elon, India/China AI)",
      "Using AI to replace paid tools (design, video, code)"
    ],
    "topics_zh": [
      "Claude/GPT免费替代与hack",
      "AI辅助求职和自动化工作流",
      "最新AI模型对比与爆料",
      "大厂AI新闻（OpenAI、Elon、印度/中国AI）",
      "用AI替代付费工具（设计、视频、代码）"
    ],
    "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": "AI tool users and enthusiasts, mainly professionals and learners looking to boost productivity, land jobs, or build apps using free or low-cost AI hacks",
    "roles": [
      "general_ai"
    ],
    "seniority": "practitioner",
    "pain_points": [
      "Can't afford expensive subscriptions like Claude/GPT",
      "Wasting time on repetitive tasks like manual job applications, coding, and design",
      "Struggling to keep up with the latest free AI tools and model updates",
      "Want to quickly master practical AI skills but lack a clear, structured learning path"
    ],
    "posts_analysed": 46,
    "confidence": 0.75
  },
  "commercial": {
    "audience_buyer_fit": 0.7,
    "promotion_intent": 0.8,
    "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": "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": "youtube_vaibhavsisinty#3c685344",
      "type": "creator_content",
      "excerpt": "This US Robot Grows Crops in 15 Days (No Farmers Needed!) 🤯",
      "source_url": "https://www.youtube.com/@vaibhavsisinty",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "youtube_vaibhavsisinty#355d48ad",
      "type": "creator_content",
      "excerpt": "IAS Tukaram Mundhe Shut Down McDonald's & Blinkit... Now He’s Using AI!",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "youtube_vaibhavsisinty#5357b079",
      "type": "creator_content",
      "excerpt": "15 Secret Google AI Tools You Had NO IDEA Existed🤯",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "youtube_vaibhavsisinty#64837ea8",
      "type": "creator_content",
      "excerpt": "Sam Altman Just Dropped an AGI Bomb! (OpenAI Astra) 🤯",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "youtube_vaibhavsisinty#701996f9",
      "type": "creator_content",
      "excerpt": "An Indian Company Just Bought Porsche’s Tech Unit! (₹12,000 Cr Deal) 🤯",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "youtube_vaibhavsisinty#5f7cf340",
      "type": "creator_content",
      "excerpt": "AI is Moving 10x Faster Than We Thought! - Vaibhav Sisinty at TechHR '26",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "youtube_vaibhavsisinty#785a3f35",
      "type": "creator_content",
      "excerpt": "He Built an AI App That Files Pothole Complaints in 4 Seconds! 🛑",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "youtube_vaibhavsisinty#be8e9080",
      "type": "creator_content",
      "excerpt": "How IKEA Uses AI to Trick You Into Impulse Buying! 🤯",
      "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": 33,
      "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": 33,
      "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": 33,
      "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": 0,
      "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": 0,
      "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": 0,
      "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": 0,
    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 33,
    "generated_at": "2026-09-03T16:22:54.693Z"
  },
  "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/youtube",
    "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=youtube_vaibhavsisinty",
    "removal_url": "https://koinonlink.com/claim?k=youtube_vaibhavsisinty"
  }
}