# Léo Soares - IA para Negócios (@LeonardoAzevedoSoares) on youtube

- id: koinon:creator:youtube_leonardoazevedosoares
- url: https://koinonlink.com/kol/youtube/LeonardoAzevedoSoares
- schema_version: 1.4

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

## Reach
- followers: 1490
- posts_observed: 161
- verified: false
- size_tier: nano

## 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: Novos modelos e agentes de IA (Claude, ChatGPT, Deepseek, Ki, Impacto da IA em empresas e produtividade, Notícias sensacionalistas sobre OpenAI, Meta, China e Elon M, Aplicações práticas de IA para negócios
- bio: Bem-vindo ao Léo Soares - IA para Negócios Se você é empresário, infoprodutor ou profissional liberal e quer faturar mais, ...

## Audience (inferred)
- status: present
- description: Entrepreneurs, info-product creators, and freelancers who want to use AI to earn more from their businesses
- roles: general_ai
- seniority: decision_maker
- pain_points: Keeping up with the fast pace of new AI model and agent releases, Deciding which AI tools (Claude, ChatGPT, etc.) are actually worth it for their business, Training or replacing staff who aren’t adopting AI, Avoiding falling behind competitors who are already using AI
- posts_analysed: 47
- 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: 33
- authenticity_basis: profile_shape_only
- credibility_score: 33
- 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
- [youtube_leonardoazevedosoares#c1be91e6] A CHINA JÁ VENDE O ROBÔ QUE ELON MUSK AINDA PROMETE 🤯 (https://www.youtube.com/@LeonardoAzevedoSoares)
- [youtube_leonardoazevedosoares#c4489138] A IA DA OPENAI SAIU DO TESTE E HACKEOU A HUGGING FACE 🤯
- [youtube_leonardoazevedosoares#1678edff] CHINA coloca robôs armados nas ruas e o primeiro já falhou
- [youtube_leonardoazevedosoares#c3ec35bf] MESSI DEU BANHO NO BEBÊ QUE ROUBOU O TRONO DELE 🤯
- [youtube_leonardoazevedosoares#b1fe640a] A FRANÇA PERDEU. E A “FRANÇA AFRICANA” VOLTOU A SER ATACADA 🤯
- [youtube_leonardoazevedosoares#e1c40ed5] A DONA DO TIKTOK LANÇOU UMA IA QUE TRANSFORMA FOTO EM COMERCIAL 🤯
- [youtube_leonardoazevedosoares#ec6ff8f4] A ESPANHA ELIMINOU A FRANÇA. MAS MBAPPE VENCEU FORA DE CAMPO 🤯
- [youtube_leonardoazevedosoares#4c613aab] A ARGENTINA ELIMINOU A SUÍÇA. MAS PERDE NO JOGO QUE DÁ DINHEIRO 💰

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=84, 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=84, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=84, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 84
- audience_updated_days_ago: 76

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