# salorio18 (@salorio18) on twitch

- id: koinon:creator:twitch_salorio18
- url: https://koinonlink.com/kol/twitch/salorio18
- schema_version: 1.4

## Identity
- platform: twitch
- handle: salorio18
- platform_url: https://www.twitch.tv/salorio18
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 9523
- posts_observed: 147
- 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: Crazy Time, Slot machine wins and losses, Blackjack hands, Casino stream highlights, Gambling session results

## Audience (inferred)
- status: present
- description: Spanish-speaking online casino and slots gamblers watching live streams for wins, losses and casino gameplay
- roles: consumer
- seniority: consumer
- pain_points: Losing money on slots and casino games, Chasing big wins that rarely hit, Finding consistent live gambling content in Spanish
- posts_analysed: 22
- confidence: 0.6

## 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: 52
- authenticity_basis: engagement_observed
- credibility_score: 52
- 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_salorio18#ec199f81] PERDIMOS TODOS , LA VIDA ES UNA MIERDA 9/10 (https://www.twitch.tv/salorio18)
- [twitch_salorio18#fa941efc] TEMPRANITO PICO Y PALA 8/10
- [twitch_salorio18#375b2916] EVENTO DE LEYENDAS 7/10
- [twitch_salorio18#436eb134] UN DIA MAS INTENTANDO GANAR 6/10
- [twitch_salorio18#ed98b78a] LATENIGHT PARA LOS REALES 5/10
- [twitch_salorio18#5337fdc4] SEGUIMOS PUNTEROS LETS GOOO 4/10
- [twitch_salorio18#fa3d06b9] ANALIZANDO LAS MAQUINAS 3/10
- [twitch_salorio18#ff567509] QUE LINDO SER PUNTERO O NO @lazaboca 2/10

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=80, 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=77, 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=80, 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=80, method=platform_profile

## Freshness
- profile_checked_days_ago: 80
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 9
- 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_salorio18
- Request removal: https://koinonlink.com/claim?k=twitch_salorio18
- Terms: https://koinonlink.com/for-ai