# Ecommerce Pro (@EcommerceProfissional) on youtube

- id: koinon:creator:youtube_ecommerceprofissional
- url: https://koinonlink.com/kol/youtube/EcommerceProfissional
- schema_version: 1.4

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

## Reach
- followers: 3950
- posts_observed: 122
- verified: false
- size_tier: nano

## 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: supply
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Conceitos básicos de ecommerce e plataformas, Papel e habilidades do analista de ecommerce, Ferramentas e tecnologias (ERP, CRM, UX), Estratégias de marketing e vendas online, Carreira, vagas e jornada profissional no ecommerce
- bio: Bem-vindo(a) ao canal da Ecommerce Pro, um dos mais relevantes em Ecommerce do Brasil. Aqui, compartilhamos conteúdos ...

## Audience (inferred)
- status: present
- description: E-commerce aspiring and entry-level analysts in Brazil looking to enter or grow in the field
- roles: ecom_ops
- seniority: learner
- pain_points: Lack of clarity about the skills and requirements needed to work as an e-commerce analyst, Difficulty finding job opportunities and understanding what the market demands from professionals, Unfamiliarity with tools, platforms, ERPs, CRMs, and basic concepts, Uncertainty about marketing strategies, cross-sell, and omnichannel approaches
- posts_analysed: 25
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 39
- authenticity_basis: profile_shape_only
- credibility_score: 39
- flagged_for_review: false
- koinon_bd_grade: C — 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_ecommerceprofissional#245f81af] Quando foi vendida a primeira pizza online? #shorts (https://www.youtube.com/@EcommerceProfissional)
- [youtube_ecommerceprofissional#c7f336d0] Você sabe o que é a Jornada Profissional Digital 360º? #shorts
- [youtube_ecommerceprofissional#81697874] Como é o trabalho dos Analistas de Ecommerce? #shorts
- [youtube_ecommerceprofissional#762c4284] Você sabe o que é uma plataforma de ecommerce? #shorts
- [youtube_ecommerceprofissional#fca9ca87] Como crescer de forma orgânica no Instagram? #shorts
- [youtube_ecommerceprofissional#1dfaaae8] Quais são os tipos de ecommerce? #shorts
- [youtube_ecommerceprofissional#6a297c3c] Como conseguir ser um excelente Analista de Ecommerce? #shorts
- [youtube_ecommerceprofissional#bfcc1c4b] O que é Erp e qual é a sua importância para o ecommerce? #shorts

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=70, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=70, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=70, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=70, 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=70, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=74, 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=70, 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=74, 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=74, method=platform_profile

## Freshness
- profile_checked_days_ago: 74
- content_analysed_days_ago: 70
- audience_updated_days_ago: 70

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