# CS News (@JakeSucky) on youtube

- id: koinon:creator:youtube_jakesucky
- url: https://koinonlink.com/kol/youtube/JakeSucky
- schema_version: 1.3

## Identity
- platform: youtube
- handle: JakeSucky
- platform_url: https://www.youtube.com/@JakeSucky
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 82700
- posts_observed: 37
- verified: false
- size_tier: koc

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: 0.9
- category_source: derived_from_recent_content
- topics: CS2 roster changes and player signings, Major tournament results and qualification drama, Player highlights, clutches, and MVPs, Team performances and rivalries, Esports event coverage and news
- bio: Weekly CS News videos, hosted by Jake Lucky, presented by GWM.

## Audience (inferred)
- status: present
- description: CS2 esports fans who follow professional Counter-Strike news, roster moves, majors, and player highlights
- roles: consumer
- seniority: consumer
- pain_points: Missing timely updates on roster changes and signings, Not catching key highlights or clutches from ongoing majors and events, Struggling to follow the fast-paced CS2 pro scene across multiple teams and regions
- posts_analysed: 38
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 56
- authenticity_basis: profile_shape_only
- credibility_score: 56
- 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
- [youtube_jakesucky#2ff6593f] FaZe completed their CS Roster #FaZeClan #fazeesports #gaming #cs2 #fazecs (https://www.youtube.com/@JakeSucky)
- [youtube_jakesucky#692376d3] People are worried for Vitality #vitality #vitalityCS #cs2 #gaming #EWC
- [youtube_jakesucky#986d5dfe] A first look at the Playoffs Bracket at EWC #EWC #CS2 #gaming
- [youtube_jakesucky#31b12b35] A very unfortunate ending for 100T #100T #EWC #CS2 #gaming
- [youtube_jakesucky#2d5d6ee2] S1mple had some things to say... #s1mple #bcg #ewc #gaming #cs2 #counterstrike
- [youtube_jakesucky#19922c31] EWC 2026 Counter-Strikee was INCREDIBLE #CS2 #Gaming #ewc #esports #counterstrike
- [youtube_jakesucky#b38713a3] The 2 day era from Team Liquid... #teamliquid #TL #cs2 #gaming #ewc
- [youtube_jakesucky#8c577053] jL has finally siguned with a team #jl #vitality #cs2 #gaming

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, 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=0, 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=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: 0
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 1
- 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=youtube_jakesucky
- Request removal: https://koinonlink.com/claim?k=youtube_jakesucky
- Terms: https://koinonlink.com/for-ai