# Laura Verbinen (@laura.verbinen) on tiktok

- id: koinon:creator:tiktok_laura.verbinen
- url: https://koinonlink.com/kol/tiktok/laura.verbinen
- schema_version: 1.4

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

## Reach
- followers: 24989
- following: 160
- 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: ecom_ads
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: vendas online, mercado digital, renda extra, mercado de afiliados, motivação e sucesso
- bio: Larguei o meu diploma e hoje vendo produtos físicos na internet sem aparecer! Te ensino todo o passo a passo por menos de 50,00/mês.
Só clicar aqui👇🏻

## Audience (inferred)
- status: present
- description: Brazilians seeking extra income through faceless online sales of physical products, mostly beginners and side-hustle starters
- roles: ecom_ops
- seniority: learner
- pain_points: Não saber por onde começar a vender online sem aparecer, Dificuldade em conseguir renda extra confiável, Medo de exposição ou de precisar mostrar o rosto, Falta de recursos acessíveis para aprender o passo a passo
- posts_analysed: 13
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- 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_laura.verbinen#37983d54] Pra você que quer entrar em contato comigo e quer aprender a vender na internet! BORAAAAAAAAA 🚀 (https://www.tiktok.com/@laura.verbinen)
- [tiktok_laura.verbinen#491faa55] original sound - laura.verbinen
- [tiktok_laura.verbinen#c28f7507] Check out Laura Verbinen’s video! #TikTok >
- [tiktok_laura.verbinen#b08e7060] Espero que eu tenha tocado no seu coração pra você não desistir e fazer isso dar certo de uma vez por todas!  #fyp #sucesso #vendasonline #mercadodigital
- [tiktok_laura.verbinen#712fb459] Whispers Of A Fading Dream
- [tiktok_laura.verbinen#bb7f12b7] It is a becoming a big trend on TikTok now! Click here: fyp
- [tiktok_laura.verbinen#72ec2338] Você é capaz! Aproveite enquanto você ainda está aqui!  #fyp #sucesso #prosperidade #desenvolvimentopessoal #motivacao
- [tiktok_laura.verbinen#f9e04833] Replying to @Rainha de Espadas #fyp #vendasonline #mercadodigital #rendaextra #mercadodeafiliados

## 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=53, 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=53, 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=53, method=platform_profile

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

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