# Microsoft Brasil (@MicrosoftBr) on x

- id: koinon:creator:x_microsoftbr
- url: https://koinonlink.com/kol/x/MicrosoftBr
- schema_version: 1.4

## Identity
- platform: x
- handle: MicrosoftBr
- platform_url: https://twitter.com/MicrosoftBr
- website: https://aka.ms/MSConectaMais
- country: Brazil
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 602991
- following: 201
- posts_total: 17353
- posts_observed: 1
- posts_per_day: 2.761
- account_age_days: 6285
- verified: false
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0
- best_post_interactions: 3
- 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: martech
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: AI-powered productivity with Microsoft 365 Copilot, Financial planning automation, Enterprise workflow optimization, Cybersecurity and identity protection, Inclusive and accessible digital transformation
- bio: Perfil oficial da Microsoft Brasil. Fique por dentro das últimas notícias e novidades. Para suporte técnico, por favor, visite o @microsoftajuda

## Audience (inferred)
- status: present
- description: Brazilian business professionals using Microsoft 365, especially decision-makers and operations managers in mid-to-large enterprises
- roles: ecom_ops
- seniority: decision_maker
- pain_points: Struggling to consolidate scattered work context across multiple tools, Spending too much time manually gathering data for financial planning and reporting, Lacking efficient ways to improve team productivity with AI without disrupting workflows, Facing increasing cybersecurity risks from outdated authentication methods
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 49
- authenticity_basis: engagement_observed
- credibility_score: 84
- 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
- [x_microsoftbr#3cf17f6f] 📊 Quando o contexto está disperso, decidir leva mais tempo. O Microsoft 365 Copilot ajuda a reunir as informações mais relevantes para priorizar com mais clareza e avançar mais rápido. 👇 https://t.co/T8KxioFbTb (https://twitter.com/MicrosoftBr/status/2066536206440010235)
- [x_microsoftbr#90309ffd] ⏰Menos tempo procurando informação, mais tempo decidindo. Se a IA já trouxesse o contexto do seu trabalho, o que você faria com as horas devolvidas ao seu time? Saiba mais sobre o Work IQ: https://t.co/PUyw86MdGD https://t.co/zVZXBWpCBT
- [x_microsoftbr#1ea7b27f] ⚡Orçamentos decifrados. Previsões simplificadas. O Microsoft 365 Copilot transforma as finanças em um movimento estratégico, não em uma corrida atrás de papelada. Pronto para evoluir? Experimente aqui: https://t.co/h8YBFthjIK https://t.co/kSqVFd06Up
- [x_microsoftbr#8f4f5c05] Construir um futuro acessível é algo que traz benefícios para todos nós. https://t.co/fSA3gIcXhh
- [x_microsoftbr#7f30f521] As senhas sozinhas já não são suficientes para proteger contas contra ameaças modernas como p

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=111, 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=111, 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=111, 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: 111
- audience_updated_days_ago: 21

## AI retrieval
- indexing_requests: 6
- 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_microsoftbr
- Request removal: https://koinonlink.com/claim?k=x_microsoftbr
- Terms: https://koinonlink.com/for-ai