# Seu Negócio VAI ou Racha (@snvrbr) on youtube

- id: koinon:creator:youtube_snvrbr
- url: https://koinonlink.com/kol/youtube/snvrbr
- schema_version: 1.3

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

## Reach
- followers: 1620
- posts_observed: 1
- 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: Practical AI implementation for business, AI risks and ethical concerns, AI in sales and customer acquisition, Business operations and scalability, AI tools and agent development, Entrepreneurial mindset and decision-making
- bio: Atrair, vender e reter é o que mantém um negócio vivo. E é aí que a IA precisa entrar — não onde impressiona. Aqui é o canal do ...

## Audience (inferred)
- status: present
- description: Entrepreneurs and small business owners focused on practical AI adoption for growth, sales, and operational efficiency
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to distinguish real AI value from hype and marketing gimmicks, Failing to implement AI effectively due to lack of clear strategy or technical understanding, Wasting time and money on AI tools that don't deliver measurable business results, Overwhelmed by rapid AI advancements and unsure where to start or what to prioritize
- posts_analysed: 40
- confidence: 0.75

## 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: 34
- authenticity_basis: profile_shape_only
- credibility_score: 34
- 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_snvrbr#3e7faa79] Novo Golpe com IA, Áudios e Vídeos falsos Como se proteger!? #ia (https://www.youtube.com/@snvrbr)
- [youtube_snvrbr#07d7cee1] Antes de implementar IA, entenda isso! #ia
- [youtube_snvrbr#58c6c190] MIT diz 95%, Wharton diz 78%. Por que os dois estão certos
- [youtube_snvrbr#c9f847bb] Quando o castelo cai: o apagão da Cloudflare e o alerta que empreendedores ignoram #tecnologia
- [youtube_snvrbr#eee6c117] Por que eu NÃO confio em tudo que a IA me entrega (e você também não deveria) #ia #negócios
- [youtube_snvrbr#99a15d57] A inteligência artificial virou febre. Mas será que você está usando do jeito certo? #ia
- [youtube_snvrbr#a949f91f] IA não é inteligente mas pensa como a gente! #ia
- [youtube_snvrbr#7d4b0c84] O vídeo pode mentir. E é isso que mais assusta. #ia

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=0, 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=0, 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=0, 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=0, method=platform_profile

## Freshness
- profile_checked_days_ago: 0
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_snvrbr
- Request removal: https://koinonlink.com/claim?k=youtube_snvrbr
- Terms: https://koinonlink.com/for-ai