# Gustavo Avantpro (@gustavo_avantpro) on tiktok

- id: koinon:creator:tiktok_gustavo_avantpro
- url: https://koinonlink.com/kol/tiktok/gustavo_avantpro
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: gustavo_avantpro
- platform_url: https://www.tiktok.com/@gustavo_avantpro
- website: https://avantpro.com.br?utm_source=tiktok&utm_medium=social&utm_campaign=bio
- country: Brazil
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 12659
- following: 148
- posts_observed: 1
- 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: marketplace
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Validação de produtos com dados em vez de achismo, Importação direta e precificação estratégica, Otimização de anúncios e performance em marketplaces, Erros comuns de sellers iniciantes e como evitar, Escala de operação e gestão de estoque/sazonalidade
- bio: 🚀 A melhor extensão para análise de mercado:
💲 Venda mais todos os dias ⬇️

## Audience (inferred)
- status: present
- description: Brazilian e-commerce sellers on marketplaces (Mercado Livre, Shopee), including MEIs and small-to-medium importers
- roles: ecom_ops
- seniority: practitioner
- pain_points: Choosing products based on intuition and ending up with dead stock, Price wars that erode margins and burn capital, Poorly optimized ads that remain invisible to buyers, Tax issues and risk of MEI declassification due to lack of control
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 45
- authenticity_basis: profile_shape_only
- credibility_score: 45
- 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_gustavo_avantpro#05825109] Comece no Mercado Livre do jeito certo! 🚀 Venda 10 produtos 🍫, ative o Flex ⚡ e bora crescer! 🔥 #MercadoLivre #vendasonline #Ecommerce (https://www.tiktok.com/@gustavo_avantpro)
- [tiktok_gustavo_avantpro#493b5b93] original sound - gustavo_avantpro
- [tiktok_gustavo_avantpro#bbd6d161] It is a becoming a big trend on TikTok now! Click here: mercadolivre
- [tiktok_gustavo_avantpro#77b154df] Check out Gustavo Avantpro’s video! #TikTok >
- [tiktok_gustavo_avantpro#a83c2f4b] 📦 Ficar fora do catálogo por não ter o menor preço é um erro. Quando o líder fica sem estoque, quem está na fila assume as vendas! 📊 Mapeie os catálogos e não perca mercado. Use a Avantpro para encontrar todas as oportunidades do seu nicho! #MercadoLivre #Catalogos #Sellers #Av
- [tiktok_gustavo_avantpro#1abbbac5] 🚨 Comprar no CPF pelo AliExpress é para uso próprio. Revender exige CNPJ! A Receita identifica volume e frequência rápido. Valide produtos na Avantpro*e importe na legalidade para escalar! 🚀 #Importacao #CNPJ #Mark

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=67, 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=67, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=97, 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=67, 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=97, 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=97, method=platform_profile

## Freshness
- profile_checked_days_ago: 97
- content_analysed_days_ago: 67
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 8
- 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_gustavo_avantpro
- Request removal: https://koinonlink.com/claim?k=tiktok_gustavo_avantpro
- Terms: https://koinonlink.com/for-ai