# OpTic Gaming (@OpTicGaming) on youtube

- id: koinon:creator:youtube_opticgaming
- url: https://koinonlink.com/kol/youtube/OpTicGaming
- schema_version: 1.4

## Identity
- platform: youtube
- handle: OpTicGaming
- platform_url: https://www.youtube.com/@OpTicGaming
- country: United States
- entity_type: creator
- person_id: koinon:person:youtube_opticgaming

## Reach
- followers: 1630000
- posts_observed: 84
- verified: false
- size_tier: kol

## 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: Call of Duty rankings, trivia and blind rankings, OpTic team 1v1s, challenges and pro interactions, Esports history, maps, weapons and player debates, Fun drafts, hypotheticals and song recommendations, COD Champs and tournament moments
- bio: OpTic is the most dominant team in the history of Call of Duty. A global leader in competitive dominance and content, subscribe for ...

## Audience (inferred)
- status: present
- description: Call of Duty esports fans and OpTic supporters, mainly young gamers seeking entertainment around competitive COD, pro players, and team content
- roles: consumer
- seniority: consumer
- pain_points: Nostalgia for classic COD titles like BO2 and older maps/weapons, Lack of fresh, engaging content featuring OpTic pros and challenges, Difficulty finding community-driven rankings, trivia, and debates on COD history
- posts_analysed: 48
- 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: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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.

## 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=80, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=80, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=80, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=20, 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=20, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=47, 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=20, 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=47, 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=47, method=platform_profile

## Freshness
- profile_checked_days_ago: 47
- content_analysed_days_ago: 20
- audience_updated_days_ago: 80

## AI retrieval
- indexing_requests: 13
- 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_opticgaming
- Request removal: https://koinonlink.com/claim?k=youtube_opticgaming
- Terms: https://koinonlink.com/for-ai