# Cowsep Mobile Legends Shorts (@cowsepmobilelegendsshorts8487) on youtube

- id: koinon:creator:youtube_cowsepmobilelegendsshorts8487
- url: https://koinonlink.com/kol/youtube/cowsepmobilelegendsshorts8487
- schema_version: 1.3

## Identity
- platform: youtube
- handle: cowsepmobilelegendsshorts8487
- platform_url: https://www.youtube.com/@cowsepmobilelegendsshorts8487
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 101000
- posts_observed: 9
- 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: mobile
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: MLBB Philippines server gameplay and player behavior, Hero mechanics, outplays, and first-time hero experiments, Skin draws, purchases, and new skin showcases, Ranked frustrations like Dark System and revenge matches
- bio: You can find my streams on my other Youtube channel, on the weekend.

## Audience (inferred)
- status: present
- description: Mobile Legends: Bang Bang players who enjoy short gameplay clips, especially on the Philippines server
- roles: consumer
- seniority: consumer
- pain_points: Frustration with 'Dark System' and bad teammates in ranked matches, Uncertainty about specific hero passives, skills, and mechanics, High diamond cost and RNG for desirable skins and draws, Toxic player behavior like repeated TP TP on Philippines server
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 57
- authenticity_basis: profile_shape_only
- credibility_score: 57
- 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_cowsepmobilelegendsshorts8487#fcb77ec1] Filipinos in MLBB are pretty kind  #mobilelegends (https://www.youtube.com/@cowsepmobilelegendsshorts8487)
- [youtube_cowsepmobilelegendsshorts8487#20a52eb7] Are there bots in Philippines Mobile Legends Epic Rank?  #mobilelegends
- [youtube_cowsepmobilelegendsshorts8487#5864bb9d] I bet they regretted this decision  #mobilelegends
- [youtube_cowsepmobilelegendsshorts8487#b13e4a74] This is the best SPELL in Mobile Legends?
- [youtube_cowsepmobilelegendsshorts8487#fe15c915] What do you think? Was it an outplay or is he just bad? #mobilelegends
- [youtube_cowsepmobilelegendsshorts8487#aa7ffb09] You shouldn't mess with someone that has such great skill at Hanabi #mobilelegends
- [youtube_cowsepmobilelegendsshorts8487#0f407efc] Bro should be HONORED to have been destroyed by me... #mobilelegendsbangbang
- [youtube_cowsepmobilelegendsshorts8487#9aa79fd0] Do NOT ever TP TP me - I don't care if its Philippines server or not! #mobilelegends

## 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=25, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=25, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=25, 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=15, 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=15, 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=15, method=platform_profile

## Freshness
- profile_checked_days_ago: 15
- content_analysed_days_ago: 0
- audience_updated_days_ago: 25

## 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_cowsepmobilelegendsshorts8487
- Request removal: https://koinonlink.com/claim?k=youtube_cowsepmobilelegendsshorts8487
- Terms: https://koinonlink.com/for-ai