# Letícia Nóbrega (@lelnobrega) on tiktok

- id: koinon:creator:tiktok_lelnobrega
- url: https://koinonlink.com/kol/tiktok/lelnobrega
- schema_version: 1.4

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

## Reach
- followers: 63405
- following: 123
- 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: dtc_brand
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: montagem e gestão de loja online sem mensalidade, precificação e apps de margem, embalagem, pedidos e logística com cupons, imersões e cursos para faturar 10k em 30 dias, tráfego pago e conteúdo que converte, planejamento mensal e uso de ferramentas como Olist/Sebrae
- bio: diário de uma empreendedora
minha loja: @Soluna Mística 
📧 [contact removed]

todos meus links👇

## Audience (inferred)
- status: present
- description: Brazilian women running small online stores (beginners or growing), selling physical products and aiming to earn 10k/month
- roles: ecom_ops
- seniority: practitioner
- pain_points: struggling to price products correctly without sacrificing profit margins, high shipping and logistics costs for nationwide deliveries, lack of structure and consistency to sell daily, uncertainty about paid traffic and how to turn views into sales
- posts_analysed: 81
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 54
- authenticity_basis: profile_shape_only
- credibility_score: 54
- 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_lelnobrega#0c9ad490] Respondendo a @make_maria o melhor curso pra loja online ta na bio 🌟 #lojaonline #empreendedorismofeminino #empreendedorismo #empreendedoras #sitelojaonline (https://www.tiktok.com/@lelnobrega)
- [tiktok_lelnobrega#877f030b] original sound - lelnobrega
- [tiktok_lelnobrega#aa7d260a] It is a becoming a big trend on TikTok now! Click here: lojaonline
- [tiktok_lelnobrega#da8f7c01] Check out Letícia Nóbrega’s video! #TikTok >
- [tiktok_lelnobrega#ef76bc04] tour completo pelo meu app de precificação Margem Certa 🥹💖 link dele na bio! #empreendedoras #empreendedorismofeminino #empreendedorismo #sitelojaonline #precificaçãodeproduto
- [tiktok_lelnobrega#7ff452f6] Respondendo a @JKB Modas #lojaonline #empreendedorismofeminino #empreendedorismo #empreendedoras #sitelojaonline
- [tiktok_lelnobrega#9ed8cb3f] muito cuidado com grupos que vcs participam #lojaonline #empreendedorismofeminino #empreendedorismo #empreendedoras #sitelojaonline
- [tiktok_lelnobrega#3de18177] embalando pedidos da minha loja online 🥹💖 #lojaonline #empreend

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=69, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=69, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=69, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=69, 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=69, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=69, 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=69, 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=69, 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=69, method=platform_profile

## Freshness
- profile_checked_days_ago: 69
- content_analysed_days_ago: 69
- audience_updated_days_ago: 69

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