# Casino Crashers (@casinocrashers) on tiktok

- id: koinon:creator:tiktok_casinocrashers
- url: https://koinonlink.com/kol/tiktok/casinocrashers
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: casinocrashers
- platform_url: https://www.tiktok.com/@casinocrashers
- country: United States
- entity_type: creator
- person_id: koinon:person:youtube_casinocrashers

## Reach
- followers: 32131
- following: 330
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Slot machine play and jackpots, Casino humor and relatable losses, Vegas and Oklahoma casino trips, Gambling lifestyle and money moments

## Audience (inferred)
- status: present
- description: Casino slot players and recreational gamblers who frequent Vegas, Winstar and similar venues
- roles: consumer
- seniority: consumer
- pain_points: Losing thousands on slots and chasing losses with one more spin, Explaining large casino withdrawals to banks or spouses, The emotional rollercoaster of near-misses and dead bonuses, Recovering financially and mentally after big casino trips
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 51
- authenticity_basis: profile_shape_only
- credibility_score: 51
- 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
- [tiktok_casinocrashers#efc73d50] What would you do with 40K..comment below! #jackpot #vgt #casino #winstarworldcasino (https://www.tiktok.com/@casinocrashers)
- [tiktok_casinocrashers#c33447b4] original sound - casinocrashers
- [tiktok_casinocrashers#6fd038e5] It is a becoming a big trend on TikTok now! Click here: jackpot
- [tiktok_casinocrashers#c2306330] Check out Casino Crashers’s video! #TikTok >
- [tiktok_casinocrashers#2de292ff] Answer @im_siowei #fyp #casinolife #casinocrashers
- [tiktok_casinocrashers#b0a388e7] COMMA$
- [tiktok_casinocrashers#07e15d5c] What’s your most viral video In 2021?
- [tiktok_casinocrashers#eb860a8a] WHEN THE MACHINE FINALLY STAYS RED… 🚨🔴😮‍💨 Now NOBODY TALK, SILENCE! 😂💰🎰 #Casino #slots #redspins #casinocrashers #vgt

## 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=66, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=66, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=66, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=66, 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=66, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=66, 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=66, 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=66, 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=66, method=platform_profile

## Freshness
- profile_checked_days_ago: 66
- content_analysed_days_ago: 66
- audience_updated_days_ago: 66

## AI retrieval
- indexing_requests: 7
- 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=tiktok_casinocrashers
- Request removal: https://koinonlink.com/claim?k=tiktok_casinocrashers
- Terms: https://koinonlink.com/for-ai