# Importando com Luiza (@importandocomluiza) on youtube

- id: koinon:creator:youtube_importandocomluiza
- url: https://koinonlink.com/kol/youtube/importandocomluiza
- schema_version: 1.4

## Identity
- platform: youtube
- handle: importandocomluiza
- platform_url: https://www.youtube.com/@importandocomluiza
- country: Brazil
- entity_type: creator
- person_id: koinon:person:youtube_importandocomluiza

## Reach
- followers: 108000
- posts_observed: 4
- verified: false
- size_tier: kol

## 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: 0.9
- category_source: derived_from_recent_content
- topics: Importing from Alibaba/China without Radar or broker, CPF/MEI import limits, taxes and formalities, Choosing winning products for Mercado Libre and other market, Shipping, customs and cost calculations, Common beginner mistakes and motivational startup stories
- bio: Aprenda muito sobre importação e marketplaces aqui comigo!

## Audience (inferred)
- status: present
- description: Brazilian small e-commerce entrepreneurs and aspiring importers (often using CPF or MEI) who want to source from Alibaba/China and resell on marketplaces like Mercado Libre, Shopee or Temu
- roles: ecom_ops
- seniority: practitioner
- pain_points: Figuring out Brazilian import taxes, CPF limits and customs rules without losing money, Finding winning products and reliable suppliers while avoiding scams or bad stock decisions, Handling shipping, cubic weight and delivery logistics profitably, Getting trustworthy advice instead of generic or wrong info from ChatGPT
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 57
- authenticity_basis: profile_shape_only
- credibility_score: 57
- 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.

## 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=68, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=8, 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=8, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=55, 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=8, 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=55, 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=55, method=platform_profile

## Freshness
- profile_checked_days_ago: 55
- content_analysed_days_ago: 8
- audience_updated_days_ago: 68

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