# Official Mobile Legends: Bang Bang Thailand (@MLBBTH) on youtube

- id: koinon:creator:youtube_mlbbth
- url: https://koinonlink.com/kol/youtube/MLBBTH
- schema_version: 1.3

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

## Reach
- followers: 65400
- posts_observed: 94
- 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: 0.95
- category_source: derived_from_recent_content
- topics: New hero skins and collections, Gameplay highlights and epic moments, Hero abilities and strategies, Ranked match events and parties, Community polls and live stream interactions
- bio: ช่องทางการของ Mobile Legends: Bang Bang ประเทศไทยบน YouTube.

## Audience (inferred)
- status: present
- description: Thai Mobile Legends: Bang Bang players who follow official updates on heroes, skins, and ranked gameplay
- roles: consumer
- seniority: consumer
- pain_points: Missing limited-time skins and collections, Struggling with hero mechanics like Kaja's hook or Balmond positioning, Difficulty climbing ranks consistently, Wanting more community events and live interactions
- posts_analysed: 47
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 55
- authenticity_basis: profile_shape_only
- credibility_score: 55
- 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_mlbbth#2c536c0a] 💥 Fierce highlights of the Thai streamer team getting ready for this Saturday's 'Special Showmatch' (https://www.youtube.com/@MLBBTH)
- [youtube_mlbbth#05591635] งัวน้อยออกล่า😈 กับ จิ้งหรีดจอมป่วน 🦗
- [youtube_mlbbth#00cd57f9] P'Phet, why didn't you bring him along too? Awww 😆
- [youtube_mlbbth#789e7d97] อัลบั้มฉลองครบรอบ 10 ปี
- [youtube_mlbbth#c4203e23] คิดถึงฮีโร่โฉมเก่าอย่างเวกซ์ซานา อะไค ชู จูล่ง หรืออีซุนชินอยู่ใช่ไหม? จัดให้! 😎
- [youtube_mlbbth#e512c5bb] วันนี้ถึงตาฉันไปเยือนโลกของคุณแล้ว 🤳😋
- [youtube_mlbbth#bb3c730d] โบนัสกิจกรรมฉลองครบรอบ 10 ปี
- [youtube_mlbbth#14a85075] Argus "Raidenmaru" charges into battle with his transforming chain blade, outstretched wings, and...

## 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=29, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=29, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=29, 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=7, 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=7, 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=7, method=platform_profile

## Freshness
- profile_checked_days_ago: 7
- content_analysed_days_ago: 0
- audience_updated_days_ago: 29

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