{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:youtube_bigtimegaming1483",
  "url": "https://koinonlink.com/kol/youtube/bigtimegaming1483",
  "alternate": {
    "html": "https://koinonlink.com/kol/youtube/bigtimegaming1483",
    "json": "https://koinonlink.com/kol/youtube/bigtimegaming1483.json",
    "markdown": "https://koinonlink.com/kol/youtube/bigtimegaming1483.md"
  },
  "identity": {
    "display_name": "Big Time Gaming",
    "handle": "bigtimegaming1483",
    "platform": "youtube",
    "platform_url": "https://www.youtube.com/@bigtimegaming1483",
    "website": null,
    "country": "GB",
    "country_name": "United Kingdom",
    "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": 5710,
    "following": null,
    "posts_total": null,
    "posts_observed": 7,
    "account_age_days": null,
    "posts_per_day": null,
    "verified": false,
    "size_tier": "nano"
  },
  "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": "World's Thought Leader in Innovative online slots and games! Want exclusive sneak peeks, updates, and epic wins? Sign up for ...",
    "topics": [
      "Big wins and jackpots",
      "BTG slots like Bonanza and Extra Chilli",
      "Bonus Buy and Megapays features",
      "Millionaire moments from small bets",
      "Game-specific epic payouts"
    ],
    "topics_en": [
      "Big wins and jackpots",
      "BTG slots like Bonanza and Extra Chilli",
      "Bonus Buy and Megapays features",
      "Millionaire moments from small bets",
      "Game-specific epic payouts"
    ],
    "topics_zh": [
      "大赢与头奖",
      "BTG 老虎机如 Bonanza 和 Extra Chilli",
      "Bonus Buy 和 Megapays 功能",
      "小额投注的致富时刻",
      "游戏专属巨额派彩"
    ],
    "category": "gaming",
    "category_label": "Gaming",
    "subcategory": "igaming",
    "subcategory_label": "iGaming / crypto casino",
    "category_confidence": 0.95,
    "category_source": "derived_from_recent_content"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "online slot players and casino gamblers chasing big payouts and millionaire moments",
    "roles": [
      "consumer"
    ],
    "seniority": "consumer",
    "pain_points": [
      "hard to get substantial returns after small bets",
      "struggling to find reliable slot games that deliver excitement",
      "continuously chasing jackpots but mostly losing money",
      "wanting to see real big win stories to stay motivated"
    ],
    "posts_analysed": 47,
    "confidence": 0.75
  },
  "commercial": {
    "audience_buyer_fit": 0.95,
    "promotion_intent": 0.9,
    "open_to_collaboration": false,
    "contact": null,
    "contact_note": "Koinon does not publish creator contact details."
  },
  "quality": {
    "authenticity_score": 41,
    "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": 41,
    "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": "youtube_bigtimegaming1483#d4e6e1d1",
      "type": "creator_content",
      "excerpt": "😎☕💸 From coffee money to mansion money! 🏠 💰Cant get over this €1 ➡️ €444,558.94 WIN #millionaire",
      "source_url": "https://www.youtube.com/@bigtimegaming1483",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "youtube_bigtimegaming1483#42aea7ac",
      "type": "creator_content",
      "excerpt": "Easy access to #Bigwins in #BigBadBison 3.27 Million rubles €33,800 from 30,000 RUB €307 #BonusBuy",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "youtube_bigtimegaming1483#b8e4ac5f",
      "type": "creator_content",
      "excerpt": "That win was so hot even the reels started sweating! 53,005,500 Million Korean Won #extrachilli #win",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "youtube_bigtimegaming1483#79597809",
      "type": "creator_content",
      "excerpt": "#extrachilli - only for those who can handle it! bet €10 #extraspicy #bigwin",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "youtube_bigtimegaming1483#fc4e52d2",
      "type": "creator_content",
      "excerpt": "An Angelic Win From £0.4 to £5,262  #lildevil #bigwin #btg",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "youtube_bigtimegaming1483#29b63f99",
      "type": "creator_content",
      "excerpt": "Wild horns gleam, rainbow wilds fly, Multiplier dancing beneath the sky. #wildunicorns #bigwin #btg",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "youtube_bigtimegaming1483#e7e88b53",
      "type": "creator_content",
      "excerpt": "From Heist to Fight ➡️ from €50 to €13.2k! Thats main character money!  #royalmint #moneyheist #btg",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "youtube_bigtimegaming1483#5761955a",
      "type": "creator_content",
      "excerpt": "Phone a friend? 50/50? Every lifeline is safe. JustYou, the spin & a roaring wave. #Millionaire #WIN",
      "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": 30,
      "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": 30,
      "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": 30,
      "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": 17,
      "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": 17,
      "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": 17,
      "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": 17,
    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 30,
    "generated_at": "2026-09-03T16:21:17.185Z"
  },
  "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/gaming"
  },
  "license": {
    "terms": "https://koinonlink.com/for-ai",
    "attribution": "Koinon Link",
    "claim_url": "https://koinonlink.com/claim?k=youtube_bigtimegaming1483",
    "removal_url": "https://koinonlink.com/claim?k=youtube_bigtimegaming1483"
  }
}