# Bruno Faggion (@brunofaggion) on x

- id: koinon:creator:x_brunofaggion
- url: https://koinonlink.com/kol/x/brunofaggion
- schema_version: 1.4

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

## Reach
- followers: 6938
- following: 816
- posts_total: 4813
- posts_observed: 1
- posts_per_day: 0.906
- account_age_days: 5312
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.07682
- best_post_interactions: 533
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: saas
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: AI-driven business growth, Online business playbooks, Time manipulation and productivity, Emerging tech trends (e.g. robotics, WhatsApp automation), Entrepreneurial mindset and wealth building, Critique of current systems (education, voting, finance)
- bio: Vivo de internet há 8 anos. 

Threads com histórias de negócios e playbooks para te ajudar a criar o seu.

Faço videos no Youtube 3x/semana (link abaixo)

## Audience (inferred)
- status: present
- description: Entrepreneurs and early-stage founders building online businesses, primarily in Brazil, focused on leveraging AI and unconventional strategies for growth
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to find reliable customer acquisition channels beyond traditional ads, Frustrated by the lack of clear frameworks or playbooks for scaling online businesses, Overwhelmed by the pace of AI changes and unsure how to apply them practically, Confused by the disconnect between social media theory and real-world results
- posts_analysed: 20
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.85
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 84
- authenticity_basis: engagement_observed
- credibility_score: 84
- flagged_for_review: false
- koinon_bd_grade: A — 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
- [x_brunofaggion#ec99ccfd] Homem de sabedoria (https://twitter.com/brunofaggion/status/2047859125174841416)
- [x_brunofaggion#a953ca45] O ChatGPT Ads acabou de ser lançado E isso muda tudo 🧵
- [x_brunofaggion#ff28a678] Nem o social media entende qual a função do social media https://t.co/GVWThIPhnL
- [x_brunofaggion#1beeaea2] Investir e empreender são duas formas de ficar rico, e ambas se baseiam no “g”, o fator de crescimento. 15% ao ano nos investimentos é uma espécie de “teto” de segurança. Você até pode conseguir mais, mas estará correndo risco sobre o patrimônio e dependendo da sorte. 15% ao ano 
- [x_brunofaggion#2287a492] Eu não sou religioso, não acho que ter filhos é algo sagrado, e nem tenho filhos ainda. Dito isso, claramente é um grande divisor de águas na forma de perceber o mundo para quem tem. Então se for escolher um psicólogo e isso for uma pauta, escolha um que tem filhos.
- [x_brunofaggion#5d73229d] Vou começar a usar essa pra quem reclama que não consegue cliente. Eai? Tu tá na pista?
- [x_brunofaggion#d237ed23] Como transformar sua semana de 7 dias em uma semana de 21 dias através da manipulação do tempo:
- [x_brunofaggion#296a045b] O PG sempre falava que pra saber a próxima onda você tem que ver o que os nerds tão fazendo no fds. Acho que hardware é a próxima onda. Robótica 1.0 vai sair desses projetinhos, antes dos humanóides chegarem.

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=112, 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=0.5, freshness_days=76, 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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 76
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 9
- 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=x_brunofaggion
- Request removal: https://koinonlink.com/claim?k=x_brunofaggion
- Terms: https://koinonlink.com/for-ai