# aircool (@aircool) on twitch

- id: koinon:creator:twitch_aircool
- url: https://koinonlink.com/kol/twitch/aircool
- schema_version: 1.4

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

## Reach
- followers: 1044752
- posts_observed: 1680
- 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: pc_console
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Gaming streams, IRL and chat sessions, Fitness workouts, Giveaways and leaderboards, Meme reactions and explicit humor

## Audience (inferred)
- status: present
- description: Twitch viewers, mainly young adult males seeking casual entertainment through gaming, IRL streams, workouts, and meme-filled chats with giveaways
- roles: consumer
- seniority: consumer
- pain_points: Boredom and need for live distraction, Desire for community interaction and memes, Interest in giveaways and big-win moments, Seeking mix of gaming and IRL content
- posts_analysed: 21
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_basis: unmeasured
- credibility_score: 66
- 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_aircool#51a6f080] LETS WORKOUT !snap !yt !degen (https://www.twitch.tv/aircool)
- [twitch_aircool#1bc4126a] Sit back Relax and Gift 5 !snap !yt !degen
- [twitch_aircool#f4ca127c] CAN I SHOOT UNDER 100 !snap !yt !degen
- [twitch_aircool#34a8fe1b] TIME TO HAVE A DAY !snap !yt !degen
- [twitch_aircool#82bb610c] GET IN HERE NOW !snap !yt !degen
- [twitch_aircool#9ded8ba1] BRAND NEW 15K LEADERBOARD !snap !yt !degen
- [twitch_aircool#894c4e1f] LETS CHAT !snap !yt !degen
- [twitch_aircool#22ad0e1d] FOOD - MAX WIN !snap !yt !degen

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, 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=76, method=This profile has not been scored yet. The stored value is a placeholder, not a measurement, and is reported as null rather than as a low score. — 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: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 10
- 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_aircool
- Request removal: https://koinonlink.com/claim?k=twitch_aircool
- Terms: https://koinonlink.com/for-ai