# Slot Man (@SlotManWins) on youtube

- id: koinon:creator:youtube_slotmanwins
- url: https://koinonlink.com/kol/youtube/SlotManWins
- schema_version: 1.3

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

## Reach
- followers: 14200
- posts_observed: 50
- 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: 0.9
- category_source: derived_from_recent_content
- topics: California lottery scratchers wins, Slot machine jackpots, Casino gameplay at Chumash, Buffalo and Dragon Link slots, Scratch off ticket results
- bio: Playing For Fun and enjoying it My Favorite Casino is Chumash Resort and Casino in the Santa Ynez Valley Just North of ...

## Audience (inferred)
- status: present
- description: California lottery scratchers players and casual slot machine gamblers who watch for big win entertainment
- roles: consumer
- seniority: consumer
- pain_points: Frequent losses or small payouts on expensive scratchers, Chasing rare jackpots with limited budgets, Lack of consistent winning experiences in slots or lottery, Seeking vicarious thrill from others' wins
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 46
- authenticity_basis: profile_shape_only
- credibility_score: 46
- 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_slotmanwins#ef256c0a] PLAYING THE CALIFORNIA LOTTERY SCRATCHER TICKETS #slotman #win (https://www.youtube.com/@SlotManWins)
- [youtube_slotmanwins#d5d7f669] SCRATCHER TICKET WIN #slotman #scratchers #california
- [youtube_slotmanwins#681cb7b5] HONORING THOSE WHO GAVE THEIR TODAY FOR OUR TOMORROW ✨🇺🇸✨#slotman
- [youtube_slotmanwins#02b62d6a] BOUGHT TWO TICKETS AND WON✨🤠✨
- [youtube_slotmanwins#d504c087] DRAGON LINK MAJ🟢R WIN #slotman #casino #dragonlink
- [youtube_slotmanwins#f3bc1e56] CELEBRATING A 5 COIN WIN #slotman #buffalogoldcollection
- [youtube_slotmanwins#1547d508] WIN-WIN-WIN #slotman
- [youtube_slotmanwins#6cf9e149] WINS MAKE ME DANCE! #slotman #timberwolfdeluxe

## 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=28, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=28, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=28, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=2, 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=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. — 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=2, 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=2, method=platform_profile

## Freshness
- profile_checked_days_ago: 2
- content_analysed_days_ago: 0
- audience_updated_days_ago: 28

## AI retrieval
- indexing_requests: 1
- 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_slotmanwins
- Request removal: https://koinonlink.com/claim?k=youtube_slotmanwins
- Terms: https://koinonlink.com/for-ai