# Bruno de Oliveira (@brunoenp) on tiktok

- id: koinon:creator:tiktok_brunoenp
- url: https://koinonlink.com/kol/tiktok/brunoenp
- schema_version: 1.4

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

## Reach
- followers: 25495
- following: 59
- posts_observed: 9
- 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: 0.85
- category_source: derived_from_recent_content
- topics: 巴西电商平台运营, 业务规模化扩张, 零售行业趋势, 创业者工作时长与决策, 公司实地参观与案例

## Audience (inferred)
- status: present
- description: Brazilian small and medium e-commerce and retail entrepreneurs, primarily focused on operating and scaling businesses on platforms like Mercado Livre
- roles: none
- seniority: decision_maker
- pain_points: Delivery delays on platforms like Mercado Livre causing fulfillment challenges, How to truly scale the business, Risks of long-term disengagement from daily operations, Growing pressure to survive in the retail/grocery industry
- posts_analysed: 13
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 49
- authenticity_basis: profile_shape_only
- credibility_score: 49
- 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_brunoenp#1107dbf2] Você conhecia essa história? Comenta aqui. (https://www.tiktok.com/@brunoenp)
- [tiktok_brunoenp#73e6a038] original sound - brunoenp
- [tiktok_brunoenp#52f45457] Check out Bruno de Oliveira’s video! #TikTok >
- [tiktok_brunoenp#b2878a88] Se você quer escalar seu negócio de verdade em 2026, clique no link da bio e transforme o seu negócio com o Efeito Pro.
- [tiktok_brunoenp#102d9b5d] Comenta aqui embaixo se você percebeu esse aumento no prazo de entrega do Mercado Livre.
- [tiktok_brunoenp#faf79470] Comenta aqui embaixo o que você achou desse movimento da Lululemon.
- [tiktok_brunoenp#5f7c0397] O que acontece se você ficar uma semana fora da operação?
- [tiktok_brunoenp#c2a02750] Quantas horas por dia você trabalha? Me conta aqui.

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=53, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=53, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=53, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=53, 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=53, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=64, 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=53, 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=64, 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=64, method=platform_profile

## Freshness
- profile_checked_days_ago: 64
- content_analysed_days_ago: 53
- audience_updated_days_ago: 53

## AI retrieval
- indexing_requests: 10
- 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_brunoenp
- Request removal: https://koinonlink.com/claim?k=tiktok_brunoenp
- Terms: https://koinonlink.com/for-ai