# American Casino Guide Book (@americancasinoguidebook) on youtube

- id: koinon:creator:youtube_americancasinoguidebook
- url: https://koinonlink.com/kol/youtube/americancasinoguidebook
- schema_version: 1.4

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

## Reach
- followers: 23800
- posts_observed: 1
- verified: false
- size_tier: koc

## 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: Slot machine mechanics and volatility, Blackjack basic strategy and etiquette, Roulette betting systems and myths, Video poker pay tables and correct play, Bankroll management and emotional control, Casino promotions, comps and credit
- bio: Steve and Matt Bourie are the author and editor of the American Casino Guide book. Together, they release videos on various ...

## Audience (inferred)
- status: present
- description: Recreational casino gamblers and players, mainly American adults interested in slots, blackjack, roulette and video poker
- roles: consumer
- seniority: consumer
- pain_points: Losing money on bad bets like keno, side bets or 5-number roulette, Falling for myths such as 'due' numbers or programmed near-misses, Poor bankroll management and emotional decisions leading to bigger losses, Not knowing optimal strategy or pay tables, resulting in worse odds
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 49
- authenticity_basis: profile_shape_only
- credibility_score: 49
- flagged_for_review: false
- koinon_bd_grade: B — 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_americancasinoguidebook#6d88cae1] How Slots Trick You Into Feeling Like You Won 🎰 (https://www.youtube.com/@americancasinoguidebook)
- [youtube_americancasinoguidebook#a4a96090] The #1 Worst Bet in the Casino? 🎯 Keno
- [youtube_americancasinoguidebook#e87cfaf5] Don't Let Emotions Cost You in the Casino!
- [youtube_americancasinoguidebook#010f7ebf] Should You Always Split 8s Against a 10?
- [youtube_americancasinoguidebook#96e5819a] Are Near Misses on Slots Random or Programmed?
- [youtube_americancasinoguidebook#1baec19e] Is Las Vegas Pricing Out Tourists?
- [youtube_americancasinoguidebook#d63b5cc6] Want Better Blackjack Results? Use Basic Strategy!
- [youtube_americancasinoguidebook#572a0693] Low Pair vs. Four-Card Straight—Which Should You Keep?

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=78, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 12
- 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_americancasinoguidebook
- Request removal: https://koinonlink.com/claim?k=youtube_americancasinoguidebook
- Terms: https://koinonlink.com/for-ai