# TURTLELIGHT - Mobile Legends (@turtlelight) on youtube

- id: koinon:creator:youtube_turtlelight
- url: https://koinonlink.com/kol/youtube/turtlelight
- schema_version: 1.4

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

## Reach
- followers: 335000
- posts_observed: 155
- 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: обновления MLBB и ребаланс героев, топ и худшие герои по турнирам (M6, MSC, SSC, MCC), гайды и синергии героев, режимы и механики (Magic Chess, Хаотичная Схватка), эпичные моменты и ranked игры
- bio: Mobile Legends – это классическая MOBA, в которую действительно интересно играть. Никаких урезаний и упрощений, ...

## Audience (inferred)
- status: present
- description: Russian-speaking Mobile Legends players who actively follow meta updates, tournaments and hero guides
- roles: consumer
- seniority: consumer
- pain_points: не успевают за частыми обновлениями и ребалансом героев, трудно выбирать актуальных героев для ranked и турниров, не знают, как правильно играть под новый патч, хотят понимать, какие герои сильны на про-сцене
- posts_analysed: 43
- 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: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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.

## 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=20, 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=20, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=46, 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=20, 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=46, 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=46, method=platform_profile

## Freshness
- profile_checked_days_ago: 46
- content_analysed_days_ago: 20
- audience_updated_days_ago: 80

## AI retrieval
- indexing_requests: 12
- user_triggered_requests: 1
- last_user_triggered_day: 2026-10-02
- 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_turtlelight
- Request removal: https://koinonlink.com/claim?k=youtube_turtlelight
- Terms: https://koinonlink.com/for-ai