# Kerb (@kerb) on twitch

- id: koinon:creator:twitch_kerb
- url: https://koinonlink.com/kol/twitch/kerb
- schema_version: 1.4

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

## Reach
- followers: 12153
- posts_observed: 3435
- verified: false
- size_tier: koc

## 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: 0.97
- category_source: derived_from_recent_content
- topics: 赌场老虎机, Betano投注, Zeus/Pachinko游戏, 直播赢钱时刻, 赌场 slang 和反应

## Audience (inferred)
- status: present
- description: Brazilian online gambling players and live casino viewers, primarily focused on slot machines and betting
- roles: consumer
- seniority: consumer
- pain_points: Frustration and the urge to chase losses after consecutive losses, Difficulty finding trustworthy gambling platforms and avoiding scams, Missing out on big multipliers or bonuses during live streams, Additional losses due to unfamiliarity with game rules
- posts_analysed: 11
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_basis: unmeasured
- credibility_score: 53
- 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_kerb#1701dfe8] Ela fez a boa!!! (https://www.twitch.tv/kerb)
- [twitch_kerb#6fbc740d] Pachinco DOZAMIGO!
- [twitch_kerb#714d5060] quem nao morre nao ve deus
- [twitch_kerb#dca70b68] VAMOOO ZEUSSSSS
- [twitch_kerb#e6fbf972] olha o burgão ai clã!!
- [twitch_kerb#62117a34] sem som mas com dinheiro!
- [twitch_kerb#5d9311b7] Kerb - Zeus reviveu a live
- [twitch_kerb#f6607fb4] Kerb - ZeuZeu ta querendo!!!

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=1, 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=76, method=This profile has not been scored yet. The stored value is a placeholder, not a measurement, and is reported as null rather than as a low score. — 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=1, 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=1, method=platform_profile

## Freshness
- profile_checked_days_ago: 1
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

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