# SlotsFan Podcast (@SlotsFan) on youtube

- id: koinon:creator:youtube_slotsfan
- url: https://koinonlink.com/kol/youtube/SlotsFan
- schema_version: 1.4

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

## Reach
- followers: 11200
- posts_observed: 2
- 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: 0.98
- category_source: derived_from_recent_content
- topics: Slot machine myths and RTP misconceptions, Casino strategies and bankroll management, Big win/loss personal stories and jackpots, Vegas tips and free offers, Superstitions and player behavior
- bio: Expect casino myths debunked, secrets and tips the casinos don't want you to know, epic big win slot stories, and what really goes ...

## Audience (inferred)
- status: present
- description: Slot machine players and recreational casino gamblers, mainly people who visit Vegas or play slots regularly and seek tips, myths, and win stories
- roles: consumer
- seniority: consumer
- pain_points: Losing money due to believing slot myths, superstitions, and misleading RTP explanations, Poor bankroll management and impulse betting that leads to bigger losses, Falling for casino promotions and free play offers designed to encourage more spending, Uncertainty about when to walk away or how bet size actually affects outcomes
- 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: 45
- authenticity_basis: profile_shape_only
- credibility_score: 45
- 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_slotsfan#1da5d2f2] The Free Things In Vegas Nobody Talks About Enough (https://www.youtube.com/@SlotsFan)
- [youtube_slotsfan#b80fa9df] Vegas Booking Mistake That Keeps Costing People Money
- [youtube_slotsfan#58cde1e1] The Bet Size Myth Vegas Regulars Won't Stop Talking About
- [youtube_slotsfan#bd24ddef] Slot Machines Are Designed To Make You Feel Almost There
- [youtube_slotsfan#c7d4a5f7] The Spin Window That Decides When You Should Walk Away
- [youtube_slotsfan#68cba090] Why 96% RTP Doesn't Mean What You Think
- [youtube_slotsfan#d859e862] Why Betting Bigger Doesn't Actually Change Your Odds
- [youtube_slotsfan#5dad4031] The RTP Number Nobody At The Casino Tells You

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, 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=77, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 13
- 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_slotsfan
- Request removal: https://koinonlink.com/claim?k=youtube_slotsfan
- Terms: https://koinonlink.com/for-ai