# MLBB BETA 2026 (@mobilelegends.beta2026) on tiktok

- id: koinon:creator:tiktok_mobilelegends.beta2026
- url: https://koinonlink.com/kol/tiktok/mobilelegends.beta2026
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: mobilelegends.beta2026
- platform_url: https://www.tiktok.com/@mobilelegends.beta2026
- country: Malaysia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 75134
- following: 5
- posts_total: 34
- 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 beta version 2.7 downloads, Beta server access tricks, New game updates and patches
- bio: @mobilelegends.beta2026 75.4k Followers, 5 Following, 620.0k Likes - Watch awesome short videos created by MLBB BETA 2026

## Audience (inferred)
- status: present
- description: Mobile Legends (MLBB) players seeking early beta access and update tricks, mainly young gamers in Indonesia and Southeast Asia
- roles: consumer
- seniority: consumer
- pain_points: Delayed official updates preventing early access to new heroes/features, Difficulty finding working beta APK download methods, Risk of unsafe or fake beta files circulating online
- posts_analysed: 39
- 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
- [tiktok_mobilelegends.beta2026#89123782] Trick download Mobile Legend VETA version 2.7 new update🥶 #mobilelegends #mobilelegendsbeta #mlbbbetaserver #mobilelegends_id #mlbbcreatorcamp (https://www.tiktok.com/@mobilelegends.beta2026)
- [tiktok_mobilelegends.beta2026#5210ecdf] original sound - mobilelegends.beta2026
- [tiktok_mobilelegends.beta2026#ff875eeb] Automotivo da Turbulencia
- [tiktok_mobilelegends.beta2026#1c5ebf26] It is a becoming a big trend on TikTok now! Click here: mobilelegends
- [tiktok_mobilelegends.beta2026#0f13da64] Check out MLBB BETA 2026’s video! #TikTok >
- [tiktok_mobilelegends.beta2026#baf2087a] Trick download Mobile Legend BETA version 2.7 new update🥶 #mobilelegends #mobilelegendsbeta #mlbbbetaserver #mobilelegends_id #mlbbcreatorcamp
- [tiktok_mobilelegends.beta2026#370ee9bf] FUNK MI CAMINO
- [tiktok_mobilelegends.beta2026#c32b7719] original sound - boos.dj1

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, 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=78, 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: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 9
- 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_mobilelegends.beta2026
- Request removal: https://koinonlink.com/claim?k=tiktok_mobilelegends.beta2026
- Terms: https://koinonlink.com/for-ai