# Lorenaslots (@lorenaslots) on youtube

- id: koinon:creator:youtube_lorenaslots
- url: https://koinonlink.com/kol/youtube/lorenaslots
- schema_version: 1.4

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

## Reach
- followers: 2100
- posts_observed: 7
- verified: false
- size_tier: nano

## 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: 老虎机奖金触发与 jackpot 狩猎, 拉斯维加斯赌场实机玩法, 低注投注与最小赌注策略, Dragon Link、Fire Link、Phoenix Link 等具体机器, 博彩相关通知与 responsible gambling 提醒
- bio: ... Subcribete y activa la campanita de notifications porfavor apuesta responsablemente #gambling #jackpot #slots en espanol ...

## Audience (inferred)
- status: present
- description: Spanish and English-speaking casino slot players and gambling enthusiasts, primarily focused on Las Vegas slot jackpots and bonus content
- roles: consumer
- seniority: consumer
- pain_points: Difficulty triggering large payouts or jackpots with low bets, Repeatedly searching for trigger points on specific machines (like Dragon Link, Phoenix Link) only to come up empty, Struggling to balance bankroll management with the urge to chase wins, Difficulty identifying worthwhile machines and casino promotions
- posts_analysed: 47
- 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: 35
- authenticity_basis: profile_shape_only
- credibility_score: 35
- flagged_for_review: false
- koinon_bd_grade: C — 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_lorenaslots#51ed44c1] HUNTING FOR THAT JACKPOT #BONUSES #AWESOME #VEGAS (https://www.youtube.com/@lorenaslots)
- [youtube_lorenaslots#f2c6a130] STILL GOING AT IT #lasvegas #awesome #lorenaslots
- [youtube_lorenaslots#70f66830] IN SEARCH OF THAT MAJOR #LASVEGAS #LORENASLOTS #AWESOME
- [youtube_lorenaslots#7fe08838] DRAGON LINK #LASVEGAS #LORENASLOTS #BONUSES
- [youtube_lorenaslots#ce9fd0a2] SILVER BONUSES ON THIS MACHINE #viralshort #BONUSES #VEGAS
- [youtube_lorenaslots#029b9a7c] IT GAVE US THE GOLDEN
- [youtube_lorenaslots#aab97c49] NEW TRENCITO SLOT #lasvegas #lorenaslots #FUN
- [youtube_lorenaslots#f095600b] fire 🔥 link #lasvegas #lorenaslots ##GENIAL

## 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=82, 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=82, 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=82, method=platform_profile

## Freshness
- profile_checked_days_ago: 82
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 8
- 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_lorenaslots
- Request removal: https://koinonlink.com/claim?k=youtube_lorenaslots
- Terms: https://koinonlink.com/for-ai