# Torres14x (@torres14x) on twitch

- id: koinon:creator:twitch_torres14x
- url: https://koinonlink.com/kol/twitch/torres14x
- schema_version: 1.4

## Identity
- platform: twitch
- handle: torres14x
- platform_url: https://www.twitch.tv/torres14x
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 182998
- posts_observed: 214
- verified: false
- size_tier: kol

## 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: Live casino gambling streams, High-value prize giveaways, Free spins and no-deposit bonuses, Online casino promotions and referral links, Gambling with friends and community engagement, VPN and access to restricted gambling sites

## Audience (inferred)
- status: present
- description: Portuguese-speaking gambling streamers and casual bettors, mainly young adults interested in live casino streams, free spins, and prize giveaways
- roles: consumer
- seniority: consumer
- pain_points: Struggling to find legitimate and rewarding gambling opportunities with real cash prizes, Frustrated by lack of transparency in bonus offers and withdrawal conditions, Disappointed by limited access to free spins and no-deposit bonuses, Anxious about being scammed or losing money on unreliable platforms
- posts_analysed: 13
- confidence: 0.4

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

## Quality signals
- authenticity_basis: unmeasured
- credibility_score: 66
- flagged_for_review: false
- koinon_bd_grade: A — 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_torres14x#cfb38c90] qzino 27/05 (https://www.twitch.tv/torres14x)
- [twitch_torres14x#48675570] Highlight: Qzino 5000$ wager grind + 500$ RAW com !tips | !site | !leaderboard
- [twitch_torres14x#61c33b8f] !Escolhe a slot e ganha € | !depo !casa
- [twitch_torres14x#e43605c4] MAX WIN RAW X10000 CRL | !iphone pro max 13 giveaway
- [twitch_torres14x#3162a2fe] 6000€ BONUS HUNT COM OS HOMIES | 1000€ !giveaway
- [twitch_torres14x#4c2f52b0] PRIMEIRA LIVE NA NOVA CASA | 2000€ RAW CASH + 1000€ !GIVEAWAY
- [twitch_torres14x#02f8d8c4] 1500€ Raw Cash em Paris com os homies | giveaway 400€ no !telegram !discord
- [twitch_torres14x#089b7a7e] CASINO COM OS RAPAZES E BAR ABERTO e !FREESPINS | !DEPO !DISCORD !VPN

## 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=25, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=25, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=25, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=25, 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=25, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=12, 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=25, 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=12, 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=12, method=platform_profile

## Freshness
- profile_checked_days_ago: 12
- content_analysed_days_ago: 25
- audience_updated_days_ago: 25

## AI retrieval
- indexing_requests: 4
- 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_torres14x
- Request removal: https://koinonlink.com/claim?k=twitch_torres14x
- Terms: https://koinonlink.com/for-ai