# ColdBeer (@ColdBeer) on youtube

- id: koinon:creator:youtube_coldbeer
- url: https://koinonlink.com/kol/youtube/ColdBeer
- schema_version: 1.4

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

## Reach
- followers: 90300
- posts_observed: 182
- 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: pc_console
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Funny gaming clips and fails, Game recommendations and 'games like' lists, Specific titles like Pacific Drive, Baldur's Gate 3, Skyrim, Upcoming games and mods, Casual unboxings and gameplay moments
- bio: My content is fast paced and never boring - It's like fast food but you don't get fat by watching it. I'm Lithuanian, learned English as ...

## Audience (inferred)
- status: present
- description: Casual gamers who enjoy fast-paced humorous clips, game recommendations, funny fails, and light entertainment around popular titles like Baldur's Gate 3 and Pacific Drive
- roles: consumer
- seniority: consumer
- pain_points: Struggling to find fun underrated or upcoming games worth playing, Getting bored with repetitive mainstream game content, Wanting quick laughs from gaming mishaps and memes without long videos, Missing out on free game giveaways or collector editions
- posts_analysed: 29
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.5
- 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.

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=18, 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=18, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=46, 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=18, 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=46, 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=46, method=platform_profile

## Freshness
- profile_checked_days_ago: 46
- content_analysed_days_ago: 18
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 9
- 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_coldbeer
- Request removal: https://koinonlink.com/claim?k=youtube_coldbeer
- Terms: https://koinonlink.com/for-ai