# Bruno Leite (@eubrunoleite) on youtube

- id: koinon:creator:youtube_eubrunoleite
- url: https://koinonlink.com/kol/youtube/eubrunoleite
- schema_version: 1.3

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

## Reach
- followers: 31800
- posts_observed: 8
- 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: ecommerce
- subcategory: crossborder
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Mercado Livre 销售与 Full 模式技巧, Dropshipping 真实案例与避坑, 库存、物流与现金流管理, Marketplace 欺诈防范, AI 与 ERP 工具在电商中的应用, 精益制造与供应链优化
- bio: Apaixonado por vendas, e-commerce e sócio da Emori | Dados & IA para Marketplaces Estudando constantemente e ...

## Audience (inferred)
- status: present
- description: Small and medium-sized e-commerce sellers and dropshippers on Brazil's Mercado Livre and Shopee platforms, primarily frontline operations executors
- roles: ecom_ops
- seniority: practitioner
- pain_points: Inventory management and stockouts causing sales disruptions, Misuse of Mercado Livre logistics and Full mode leading to lost orders, Fraudulent shipping and counterfeit products harming store reputation, Lack of AI and data tools resulting in inefficient decision-making and competitive disadvantage
- posts_analysed: 32
- confidence: 0.75

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

## Quality signals
- authenticity_score: 51
- authenticity_basis: profile_shape_only
- credibility_score: 51
- 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_eubrunoleite#f2b1cfde] Did your Full sales stop? Do this today! #mercadolivre #full #sales (https://www.youtube.com/@eubrunoleite)
- [youtube_eubrunoleite#203b2847] Your inventory will blow up if you don't do this in June #sales #shorts
- [youtube_eubrunoleite#2765af55] This is how you avoid going broke in your first month #onlineselling #mercadolivre
- [youtube_eubrunoleite#df5db7e0] Which bank really protects your cash flow #business #finance
- [youtube_eubrunoleite#54bf3c95] Fake vs. real dropshipping: what actually works #dropshipping #brazil #mercadolivre
- [youtube_eubrunoleite#4988a118] Is it worth continuing to interview e-commerce owners? #mercadolivre #onlinesales
- [youtube_eubrunoleite#d7ce984f] How to win on Shopee without being near the distribution center #shopeefull #logistics
- [youtube_eubrunoleite#776b0b83] Don't make this mistake by selling replicas #ecommerce #mercadolivre

## 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=10, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=10, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=10, 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=4, 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=4, 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=4, method=platform_profile

## Freshness
- profile_checked_days_ago: 4
- content_analysed_days_ago: 0
- audience_updated_days_ago: 10

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