# shanks_ttv (@shanks_ttv) on twitch

- id: koinon:creator:twitch_shanks_ttv
- url: https://koinonlink.com/kol/twitch/shanks_ttv
- schema_version: 1.4

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

## Reach
- followers: 653577
- posts_observed: 435
- 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: esports
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: VCT赛事Watchparty, G2战队比赛, Valorant排位直播, Treadmill+游戏日常, 高光剪辑与rage反应

## Audience (inferred)
- status: present
- description: Valorant players and esports fans, especially G2 Shanks supporters and viewers focused on the Pacific/EMEA regions
- roles: consumer
- seniority: consumer
- pain_points: Stuck at a rank plateau and frustrated by lack of skilled teammates to carry games, Missing key matches and wanting real-time commentary and fan reactions, Bored during streams and craving highlight reels and funny moments for entertainment
- posts_analysed: 22
- confidence: 0.6

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

## Quality signals
- authenticity_score: 66
- authenticity_basis: engagement_observed
- 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_shanks_ttv#f0865d1d] G2 SHANKS - NS VS RRQ - VCT PACIFIC FIRST WATCHPARTY (https://www.twitch.tv/shanks_ttv)
- [twitch_shanks_ttv#b01a553f] 👑 G2 SHANKS 👑 FNC VS EP 👑 G2 PLAY TODAY 👑
- [twitch_shanks_ttv#f3c4f10c] 👑G2 SHANKS 👑 GX VS EF 👑 EMEA PLAYINS 👑
- [twitch_shanks_ttv#02f804f5] G2 SHANKS | DUO WITH MY BRO @s0mcs | 15000 STEPS EVERYDAY
- [twitch_shanks_ttv#04f4534a] G2 SHANKS | SKINNY QUEEN DOMINATES VALORANT
- [twitch_shanks_ttv#b4f38341] 👑 G2 SHANKS 👑 G2 VS SEN 👑 G2 VS JONAHP 👑 HOLY CINEMA 👑
- [twitch_shanks_ttv#b24e7b78] 👑 G2 SHANKS 👑 FNC VS TH 👑 G2 PLAY TODAY 👑TREADMILL DOMINATION 👑IM SORE 👑 !SOCIALS
- [twitch_shanks_ttv#b14e66ab] fs vs rrq

## 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=74, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=74, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=74, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=74, 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=74, 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=74, 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: 74
- audience_updated_days_ago: 74

## AI retrieval
- indexing_requests: 12
- 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_shanks_ttv
- Request removal: https://koinonlink.com/claim?k=twitch_shanks_ttv
- Terms: https://koinonlink.com/for-ai