# Carol Lemos (@carol_vlemos) on x

- id: koinon:creator:x_carol_vlemos
- url: https://koinonlink.com/kol/x/carol_vlemos
- schema_version: 1.4

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

## Reach
- followers: 1198
- following: 940
- posts_total: 10321
- posts_observed: 1
- posts_per_day: 1.927
- account_age_days: 5356
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00167
- best_post_interactions: 2
- 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: entertainment
- subcategory: sports
- category_confidence: 0.88
- category_source: derived_from_recent_content
- topics: Jogos e gols do Atlético Mineiro, Vida pessoal em BH (viagens, clima, família), Produção de vídeos para eventos e marcas, Venda de ingressos e itens pessoais
- bio: @Atletico ❤️🐔

## Audience (inferred)
- status: present
- description: Atlético Mineiro fans in Belo Horizonte, Minas Gerais, especially local young supporters who follow the team and share personal content
- roles: consumer
- seniority: consumer
- pain_points: Missing goals or key moments of Galo's games, Difficulty getting tickets or being present at the stadium, Anxiety and physical symptoms while waiting for or dealing with news about the team or family
- posts_analysed: 20
- confidence: 0.6

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

## Quality signals
- authenticity_score: 42
- authenticity_basis: engagement_observed
- credibility_score: 42
- 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_carol_vlemos#d67890f2] ONDE GENTE, ONDE Q TEVE 8 minutos? PQP TNC (https://twitter.com/carol_vlemos/status/1426596714639671303)
- [x_carol_vlemos#a53fa01c] VENDO INGRESSO EMICIDA HOJE (08/03) em BH! Preço que paguei! Motivo: não vou conseguir ir! Ingresso no meu nome mesmo!!
- [x_carol_vlemos#d295cf85] minha parte eu fiz (joguei na mega da virada 6x)
- [x_carol_vlemos#7eba07e7] galera de BH venho mais uma vez divulgar meu trabalho aqui kkkk Estou produzindo vídeos para marcas, empresas e eventos diversos - festivais, casamentos, aniversários, etc (cobertura em tempo real e aftermovie). @caroldosvideos no insta!
- [x_carol_vlemos#99d8af20] https://t.co/YgPzjzrOOs
- [x_carol_vlemos#917892b0] alguém me passa o @ do fotógrafo que tira fotos da torcida do Galo?
- [x_carol_vlemos#9cb440cd] É gente, infelizmente ontem não deu muito bom mas eu fiz um vídeo lá, espero que curtam pro @Atletico me notar um dia 🥹 https://t.co/wYDvk0RYZf
- [x_carol_vlemos#7534ba57] Gente, vou aproveitar o espaço aqui pra divulgar meu trabalho. Sou creator e faço vídeos pra empresas, restaurantes, eventos (também em real time) e tô por BH procurando trabalhos/freelas nessa área. Dai se precisarem ou conhecerem alguém que precisa, estou a disposição! 😊

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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: 76

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