# Mobile Legends (@bang_bang_mobile) on tiktok

- id: koinon:creator:tiktok_bang_bang_mobile
- url: https://koinonlink.com/kol/tiktok/bang_bang_mobile
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: bang_bang_mobile
- platform_url: https://www.tiktok.com/@bang_bang_mobile
- website: https://www.youtube.com/@Mobile_Legend_b_b
- country: Germany
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 10789
- posts_total: 142
- 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: entertainment
- subcategory: sports
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: MPL PH S17 highlights, MPL ID S17 highlights, Pro player moments and reactions, MLBB esports clips, MLBB Creator Base promotions
- bio: Help follow and enjoy my video 😉

## Audience (inferred)
- status: present
- description: Mobile Legends players and esports fans who follow MPL PH and MPL ID pro matches
- roles: consumer
- seniority: consumer
- pain_points: missing live MPL matches and needing quick game highlights, wanting to see specific player performances and moments without watching full VODs, staying updated on favorite teams and players like ONIC, RRQ, Kairi, Kiboy
- posts_analysed: 66
- confidence: 0.9

## 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: 52
- authenticity_basis: profile_shape_only
- credibility_score: 52
- 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
- [tiktok_bang_bang_mobile#4ae807fc] Highlighst MPL PH S17 • week 8 day 2 l  APBR VS FLCN | Game-2 #Kimtan #MBLLCREATORBASE #mobilelegendsbangbang (https://www.tiktok.com/@bang_bang_mobile)
- [tiktok_bang_bang_mobile#fa0abed5] original sound - bang_bang_mobile
- [tiktok_bang_bang_mobile#7cf8af0c] It is a becoming a big trend on TikTok now! Click here: kimtan
- [tiktok_bang_bang_mobile#99317aea] Check out Mobile Legends’s video! #TikTok >
- [tiktok_bang_bang_mobile#52d95837] Highlights | MPL ID S17 | Week 8 Day 2 | EVOS VS NAVI Game 2 #Kimtan #MBLLCREATORBASE #mobilelegendsbangbang
- [tiktok_bang_bang_mobile#2d314755] Highlights | GEEK VS BIGETRON | Game 2 | MPL ID S17 | Week 8| Day 1 #MBLLCREATORBASE #mobilelegendsbangbang
- [tiktok_bang_bang_mobile#c0e7593c] Highlights | GEEK VS BIGETRON | Game 1 | MPL ID S17 | Week 8| Day 1 #MBLLALLSTAR #MBLLALLSTAR #mobilelegendsbangbang
- [tiktok_bang_bang_mobile#57182c04] Highlights | ONIC ID VS DEWA | Game 2 | MPL ID S17 | Week8 | Day1 #MBLLALLSTAR #mobilelegendsbangbang

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=75, 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=75, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=99, 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=75, 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=99, 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=99, method=platform_profile

## Freshness
- profile_checked_days_ago: 99
- content_analysed_days_ago: 75
- audience_updated_days_ago: 75

## AI retrieval
- indexing_requests: 11
- 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=tiktok_bang_bang_mobile
- Request removal: https://koinonlink.com/claim?k=tiktok_bang_bang_mobile
- Terms: https://koinonlink.com/for-ai