# witchcs (@witchcs) on twitch

- id: koinon:creator:twitch_witchcs
- url: https://koinonlink.com/kol/twitch/witchcs
- schema_version: 1.4

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

## Reach
- followers: 12645
- posts_observed: 64
- 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: esports
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Faceit ranked gameplay, Tactical shooter competition (e.g. CS), Live streaming gaming sessions, In-game performance metrics (elo, sensitivity, res), Team coordination in competitive matches, Streamer mindset and mental resilience

## Audience (inferred)
- status: present
- description: Twitch streamers and competitive gamers focused on Faceit ranked matches, mainly playing tactical shooters like Counter-Strike
- roles: none
- seniority: practitioner
- pain_points: Struggling to maintain consistent performance in high-level Faceit ranked matches, Frustrated by inconsistent in-game results despite effort, Difficulty finding reliable teammates for ranked play, Feeling pressure to perform well under live stream conditions
- posts_analysed: 10
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 53
- authenticity_basis: engagement_observed
- 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_witchcs#7d2474c0] STREAM CORTITO I !sens !res (https://www.twitch.tv/witchcs)
- [twitch_witchcs#d9b43619] lo perdi todo
- [twitch_witchcs#8f600342] STREAM CORTO FACEIT SUPERMATCH LVL 10
- [twitch_witchcs#b95597bc] FAIRPARI TURBOPICADO 5/5
- [twitch_witchcs#d1c1a31d] supermatch faceit lvl10 I !elo !sens !res
- [twitch_witchcs#400bb45d] FAIRPARI TURBODESQUICED 4/5
- [twitch_witchcs#c4274137] LOBBYS FACEIT LVL 10 I !res !sens !elo
- [twitch_witchcs#ff05933c] FAIRPARI TURBOSACADO 3/5

## 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=37, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=37, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=37, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=37, 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=37, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=31, 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=37, 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=31, 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=31, method=platform_profile

## Freshness
- profile_checked_days_ago: 31
- content_analysed_days_ago: 37
- audience_updated_days_ago: 37

## AI retrieval
- indexing_requests: 6
- 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_witchcs
- Request removal: https://koinonlink.com/claim?k=twitch_witchcs
- Terms: https://koinonlink.com/for-ai