# Vini Sampayo (@vinisampayo) on tiktok

- id: koinon:creator:tiktok_vinisampayo
- url: https://koinonlink.com/kol/tiktok/vinisampayo
- schema_version: 1.4

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

## Reach
- followers: 43617
- following: 36
- posts_observed: 3
- 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: software
- subcategory: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Ferramentas de IA para criação de vídeos e avatares, Geração de anúncios e UGC com IA, Clonagem de voz e legendas automáticas, Produção de conteúdo faceless, IA para marketing e campanhas sem agência, Uso de IA em trabalhos acadêmicos

## Audience (inferred)
- status: present
- description: Content creators, small entrepreneurs, and Brazilian students using AI to produce videos, ads, and marketing materials without hiring agencies
- roles: content
- seniority: practitioner
- pain_points: Wasting hours editing videos manually, Needing to hire agencies or creators for professional content, Struggling to quickly generate UGC ads and videos on a tight budget, Students needing to submit academic assignments without time or skills
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 52
- authenticity_basis: profile_shape_only
- credibility_score: 52
- 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
- [tiktok_vinisampayo#8335b562] ATENÇÃO, ESTUDANTES! Mantenha isso em segredo dos seus professores! Descubra como a Inteligência Artificial pode transformar sua jornada acadêmica. Aproveite o poder da AI para impulsionar seus estudos e abrir novos horizontes. #inteligenciaartificial #chatgpt #ia #estudos #tecno (https://www.tiktok.com/@vinisampayo)
- [tiktok_vinisampayo#a05600a5] original sound - vinisampayo
- [tiktok_vinisampayo#aa003d83] It is a becoming a big trend on TikTok now! Click here: inteligenciaartificial
- [tiktok_vinisampayo#202dedb5] Check out Vini Sampayo’s video! #TikTok >
- [tiktok_vinisampayo#0033a72e] Cuidado com o que você publica nas redes sociais! Veja esse comercial criado por inteligência artificial para alertar pais que divulgam fotos dos seus filhos!  A dublagem eu que fiz, usando IA para mudar minha voz  #inteligenciaartificial #chatgpt #cuidado #alerta #filhos #tecnol

## 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=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=47, 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=47, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=57, 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=47, 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=57, 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=57, method=platform_profile

## Freshness
- profile_checked_days_ago: 57
- content_analysed_days_ago: 47
- audience_updated_days_ago: 59

## AI retrieval
- indexing_requests: 13
- 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_vinisampayo
- Request removal: https://koinonlink.com/claim?k=tiktok_vinisampayo
- Terms: https://koinonlink.com/for-ai