# Gambling Gary Slots (@GamblingGarySlots) on youtube

- id: koinon:creator:youtube_gamblinggaryslots
- url: https://koinonlink.com/kol/youtube/GamblingGarySlots
- schema_version: 1.4

## Identity
- platform: youtube
- handle: GamblingGarySlots
- platform_url: https://www.youtube.com/@GamblingGarySlots
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2930
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- 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
- category: gaming
- subcategory: igaming
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Keno jackpots and big wins, Multi-card Keno play, Slot machine bonuses and spins, Jackpot hunting sessions, Casino game unpredictability
- bio: Just playing keno and having fun and Hitting Jackpots. I teach How to Win at Keno or at least show the best techniques I can find.

## Audience (inferred)
- status: present
- description: Keno and slot gamblers who watch for jackpot wins, casino gameplay, and casual gambling entertainment
- roles: consumer
- seniority: consumer
- pain_points: Losing money on unpredictable Keno outcomes, Struggling to hit big jackpots consistently, Finding machines or strategies that actually pay out, Dealing with long dry spells between wins
- posts_analysed: 20
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 37
- authenticity_basis: profile_shape_only
- credibility_score: 37
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [youtube_gamblinggaryslots#ef637ed1] Monopoly Big Board Bucks Extra Spins Bonus! #slot #monopoly (https://www.youtube.com/@GamblingGarySlots)
- [youtube_gamblinggaryslots#5b4875eb] I Hit The Keno Unicorn for 5,335$
- [youtube_gamblinggaryslots#31754d61] Sometimes you need to be your own Hero! Let’s Go Keno! #keno #slot #jackpot
- [youtube_gamblinggaryslots#5ff8eca0] Biggest Bets Ever Lead to Biggest Jackpot Ever #keno #kenonation #jackpot
- [youtube_gamblinggaryslots#632c7616] This Machine is Sleeping till it Wasn’t
- [youtube_gamblinggaryslots#2dc23cdd] Max Bet with The Mega I Multi Card Keno
- [youtube_gamblinggaryslots#8ac41180] Multi Card Keno The Magic Hat Hits a 6 Spot
- [youtube_gamblinggaryslots#517885e9] The Mega I Is Mega Awesome

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=64, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=64, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=64, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=64, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=64, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=64, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=64, 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. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=64, 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. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=64, method=platform_profile

## Freshness
- profile_checked_days_ago: 64
- content_analysed_days_ago: 64
- audience_updated_days_ago: 64

## AI retrieval
- indexing_requests: 11
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=youtube_gamblinggaryslots
- Request removal: https://koinonlink.com/claim?k=youtube_gamblinggaryslots
- Terms: https://koinonlink.com/for-ai