# Mobile Legends: Bang Bang Nepal (@mlbbnepalofficial) on youtube

- id: koinon:creator:youtube_mlbbnepalofficial
- url: https://koinonlink.com/kol/youtube/mlbbnepalofficial
- schema_version: 1.4

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

## Reach
- followers: 56200
- posts_observed: 2
- 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: mobile
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: MLBB hero highlights and combos (Kaja, Hanabi, Balmond), Funny moments and fail compilations, Tournament qualifiers and teamfight showcases, New skin reveals and in-match showcases, Gameplay tips and strategy discussions
- bio: एकदमै नयाँ Mobile Legends: Bang Bang 5v5 MOBA Showdown मा आफ्ना साथीहरूसँग सामेल ...

## Audience (inferred)
- status: present
- description: Nepali Mobile Legends: Bang Bang players and fans who watch gameplay highlights, funny moments, and skin showcases
- roles: consumer
- seniority: consumer
- pain_points: Missing epic outplays and comebacks in their own matches, Not knowing how to use new or featured heroes like Kaja or Balmond effectively, Wanting to see and obtain limited skins and events but lacking info, Finding engaging regional MLBB content in Nepali/English mix
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 54
- authenticity_basis: profile_shape_only
- credibility_score: 54
- 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_mlbbnepalofficial#2187dd5a] Badang celebrated too early. (https://www.youtube.com/@mlbbnepalofficial)
- [youtube_mlbbnepalofficial#2eca93b1] Monsoon Siege Funny Compilation Round 2 Day 3 - Open Qualifiers
- [youtube_mlbbnepalofficial#7c78369d] One-shots, Lord steals र escapes। Kaja को teammate ले सजिलै जित पाउँछ!
- [youtube_mlbbnepalofficial#a23aff27] From almost defeated to an epic comeback 🔥
- [youtube_mlbbnepalofficial#bd354b67] उम्किने कुनै उपाय छैन... एकछिन, उनीहरूले कसरी बाजी पलटाए?
- [youtube_mlbbnepalofficial#bae25f7b] तपाईं अरू कसलाई lasso गर्न चाहनुहुन्छ? Comment मा sign up गर्नुहोस्! 😃
- [youtube_mlbbnepalofficial#b645593b] Perfect synchronization - when teamwork turns into pure magic 💥
- [youtube_mlbbnepalofficial#03505241] Monsoon Siege Compilation Round 2 Day 2 - Open Qualifiers

## 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=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=80, 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=80, 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=80, 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=80, method=platform_profile

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

## AI retrieval
- indexing_requests: 8
- 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_mlbbnepalofficial
- Request removal: https://koinonlink.com/claim?k=youtube_mlbbnepalofficial
- Terms: https://koinonlink.com/for-ai