# umbral33 (@umbral33) on twitch

- id: koinon:creator:twitch_umbral33
- url: https://koinonlink.com/kol/twitch/umbral33
- schema_version: 1.4

## Identity
- platform: twitch
- handle: umbral33
- platform_url: https://www.twitch.tv/umbral33
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4339
- posts_observed: 100
- verified: false
- size_tier: nano

## Engagement
- status: not_an_interaction_metric
- measurement_source: twitch_concurrent_viewers
- measurement_formula: concurrent viewers on a live stream — NOT post interactions, and not recomputable from a profile page
- comparable_pool: twitch_presence
- status_note: What Koinon collects on this platform is not post engagement (see measurement_formula), so no engagement rate is reported and this creator is excluded from cross-platform engagement benchmarks. The underlying number is still used for within-platform authenticity screening.
- 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: slots直播, casino夜晚, maxwin追逐, crash赌博, 1xbet推广

## Audience (inferred)
- status: present
- description: Online slot and casino gamblers, primarily targeting Spanish/Portuguese-speaking audiences
- roles: consumer
- seniority: consumer
- pain_points: Keep losing and feel compelled to chase losses, Struggle to find trustworthy casinos and reliable bonuses, Want to see big wins but limited live streams, Unstable or unpredictable crash and slots results
- posts_analysed: 14
- confidence: 0.4

## 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: 47
- authenticity_basis: engagement_observed
- 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
- [twitch_umbral33#c40562bd] sloteando algo - !ds (https://www.twitch.tv/umbral33)
- [twitch_umbral33#50fe4704] Nochesita de slots // !1XBET - !ds
- [twitch_umbral33#ccf8d23b] noche de slots // !1XBET - !ds
- [twitch_umbral33#57a2ccd0] Destacado: noche de slots - !ds
- [twitch_umbral33#7a38bc05] Destacado: jogando un poco de slots // noche de slots // - !ds
- [twitch_umbral33#911e8753] Destacado: noche de slots // - !ds
- [twitch_umbral33#053a45a4] mucho aim eso
- [twitch_umbral33#de2a6873] COMPONIENDO SINFONIA

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=72, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=72, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=72, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=72, 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=72, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=68, 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=0.5, freshness_days=72, 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=68, 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=68, method=platform_profile

## Freshness
- profile_checked_days_ago: 68
- content_analysed_days_ago: 72
- audience_updated_days_ago: 72

## AI retrieval
- indexing_requests: 12
- 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=twitch_umbral33
- Request removal: https://koinonlink.com/claim?k=twitch_umbral33
- Terms: https://koinonlink.com/for-ai