# Latina Stella Slots (@LatinaStellaSlots) on youtube

- id: koinon:creator:youtube_latinastellaslots
- url: https://koinonlink.com/kol/youtube/LatinaStellaSlots
- schema_version: 1.3

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

## Reach
- followers: 16700
- posts_observed: 187
- 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 gameplay and wins, casino live streams and bonus buys, jackpot highlights, gambling with friends, new game alerts
- bio: Voy en vivo cada vez que puedo ir a casinear ‍♀️pero simplemente activa la campanita para tus notificaciones y Por ...

## Audience (inferred)
- status: present
- description: recreational slot players and casino gamblers who watch for live wins, bonus buys, and casino entertainment
- roles: consumer
- seniority: consumer
- pain_points: chasing jackpots and big wins with frequent losses, finding new exciting slot games that pay, missing out on live casino action and community, dealing with high variance and bonus buy costs
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.85
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 47
- authenticity_basis: profile_shape_only
- credibility_score: 47
- 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_latinastellaslots#1f7e9f00] Live highlight #slot #casino #jackpot #gambling (https://www.youtube.com/@LatinaStellaSlots)
- [youtube_latinastellaslots#a8a3a169] All aboard #slot #casino #jackpot #fyp #youtubeshorts
- [youtube_latinastellaslots#90891fbf] Got lucky betting Low #slot #casino #fyp #youtubeshorts #love #gambling #lasvegas
- [youtube_latinastellaslots#fc9139a8] All of you are in my ❤️#love #music #remix #slot #casino #casino @Ms. Forbidden Fruit @Old Lady Luck
- [youtube_latinastellaslots#3b7a7314] Spooky Casper 4 the #win #slot #casino #youtubeshorts #fyp #gambling #love #live #life #esso #viral
- [youtube_latinastellaslots#6b912f95] Ending with a Triple mini #slot #casino #gambling #live #youtubeshorts #fyp #funny #love #esso
- [youtube_latinastellaslots#568fd08b] Regular spin saved the day #casino #slot #gambling #youtubeshorts #fyp #youtube #funny
- [youtube_latinastellaslots#0f68c391] Spooky Grand save the night #casino #slot #gambling #fyp #youtubeshorts #funny #peace

## 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=30, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=30, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=30, 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=0, 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=0, 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=0, method=platform_profile

## Freshness
- profile_checked_days_ago: 0
- content_analysed_days_ago: 0
- audience_updated_days_ago: 30

## 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_latinastellaslots
- Request removal: https://koinonlink.com/claim?k=youtube_latinastellaslots
- Terms: https://koinonlink.com/for-ai