# Beyond Blackjack with Casino Kelly (@BeyondBlackjack) on youtube

- id: koinon:creator:youtube_beyondblackjack
- url: https://koinonlink.com/kol/youtube/BeyondBlackjack
- schema_version: 1.4

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

## Reach
- followers: 43300
- posts_observed: 145
- 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: Video poker dealt hands and multipliers, Jackpot wins and big payouts, Vegas and casino floor experiences, Specific games like Wheel of Fortune Poker and Fortune X, Gameplay reactions and surprises
- bio: CONTACT ME: [contact removed] or SNAIL MAIL to PO BOX 2131 Chalmette, Louisiana 70044 Hey There!! I'm Kelly and ...

## Audience (inferred)
- status: present
- description: Recreational casino gamblers and video poker enthusiasts who watch for entertainment, big-win highlights, and gameplay excitement
- roles: consumer
- seniority: consumer
- pain_points: Frustration from bad beats and near-miss hands in video poker, High financial risk and losses during casino sessions, Difficulty landing big multipliers or royal flushes consistently, Unpredictability of casino games leading to emotional ups and downs
- posts_analysed: 36
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 52
- authenticity_basis: profile_shape_only
- credibility_score: 52
- 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.

## 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=81, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=81, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=81, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=21, 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=21, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=80, 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=21, 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=80, 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=80, method=platform_profile

## Freshness
- profile_checked_days_ago: 80
- content_analysed_days_ago: 21
- audience_updated_days_ago: 81

## AI retrieval
- indexing_requests: 9
- 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_beyondblackjack
- Request removal: https://koinonlink.com/claim?k=youtube_beyondblackjack
- Terms: https://koinonlink.com/for-ai