# tio_patito (@tio_patito) on twitch

- id: koinon:creator:twitch_tio_patito
- url: https://koinonlink.com/kol/twitch/tio_patito
- schema_version: 1.4

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

## Reach
- followers: 20280
- posts_observed: 164
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Live casino gambling streams, Big slot wins and jackpots, 1win and similar betting platforms, Chat moments and viewer interactions, Treasure hunt and bonus game sessions

## Audience (inferred)
- status: present
- description: Spanish-speaking Twitch viewers who watch live online casino gambling and slot streams
- roles: consumer
- seniority: consumer
- pain_points: Chasing unpredictable big wins on slots and casino games, Managing chat interactions during live gambling sessions, Dealing with frequent losses while hoping for jackpots, Finding reliable live streams of betting platforms like 1win
- posts_analysed: 12
- 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_score: 56
- authenticity_basis: engagement_observed
- credibility_score: 56
- flagged_for_review: false
- koinon_bd_grade: C — 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_tio_patito#f760e6a1] Destacado: Buenas noches, stream cortito (https://www.twitch.tv/tio_patito)
- [twitch_tio_patito#7042d898] MAGO MOSH
- [twitch_tio_patito#62d77b10] BIG WIN MONOPOLY
- [twitch_tio_patito#3909a14d] megabola 900k
- [twitch_tio_patito#79bdd8b8] 1WIN, CHARLA Y SORTEOSSS
- [twitch_tio_patito#f265286b] momento incomodo chat ?? XD
- [twitch_tio_patito#355ac2ad] BUSQUEDA DEL TESORO EN VIVO <3
- [twitch_tio_patito#a2bcd9ed] OTRA VEZ PARES PERFECTOS $2,3 MILLONES

## 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=69, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=69, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=69, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=69, 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=69, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=20, 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=69, 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=20, 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=20, method=platform_profile

## Freshness
- profile_checked_days_ago: 20
- content_analysed_days_ago: 69
- audience_updated_days_ago: 69

## AI retrieval
- indexing_requests: 11
- 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_tio_patito
- Request removal: https://koinonlink.com/claim?k=twitch_tio_patito
- Terms: https://koinonlink.com/for-ai