# Lando Tips (@LandoTips) on x

- id: koinon:creator:x_landotips
- url: https://koinonlink.com/kol/x/LandoTips
- schema_version: 1.4

## Identity
- platform: x
- handle: LandoTips
- platform_url: https://twitter.com/LandoTips
- website: https://app.rifa321.com/s/ZJoNwkFs
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4140
- following: 3819
- posts_total: 13354
- posts_observed: 1
- posts_per_day: 8.32
- account_age_days: 1605
- verified: true
- 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: gaming
- subcategory: igaming
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Análises e estratégias de apostas em futebol, Gestão de banca e disciplina, Promoções e bilhetes prontos, Estatísticas e tendências de jogos
- bio: 💻 Programador e criador de bolões virtuais.
Compartilho promoções, análises e estratégias do mundo das apostas. ⚽📊

## Audience (inferred)
- status: present
- description: Brazilian sports bettors, mainly football enthusiasts seeking analysis, strategies, and betting slips
- roles: consumer
- seniority: consumer
- pain_points: Losing money on impulsive or poorly analyzed bets, Struggling to manage their bankroll sustainably, Lack of reliable analysis and clear criteria for selecting markets, Difficulty identifying real value in odds and promotions
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 56
- authenticity_basis: profile_shape_only
- credibility_score: 56
- flagged_for_review: false
- koinon_bd_grade: B — 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_landotips#57eb5ce8] Sempre que sai o IDEB, a discussão costuma girar em torno das notas. Mas tão importante quanto o resultado é perguntar: o que mudou desde a última avaliação? Educação não melhora em um passe de mágica. Exige planejamento, continuidade e investimento ao longo dos anos. Torço para  (https://twitter.com/LandoTips/status/2072969996293095849)
- [x_landotips#f099041e] Dois greens no mesmo dia. ✅✅ Aposta de R$ 10. Gestão de banca. Escolha criteriosa dos mercados. Se você quer acompanhar nossas análises e receber os bilhetes do Grupo VIP, a assinatura custa apenas R$ 39,00/mês. O Ministério da Fazenda adverte: apostar faz você perder dinheiro. #
- [x_landotips#f2dda6d4] A tecnologia muda. Os hábitos continuam. 😂 https://t.co/ynGUY2rmyh
- [x_landotips#e649bf9e] 🏆 EFL Cup | Bristol City x Walsall A EFL Cup começa para o Bristol City com favoritismo diante do Walsall, equipe da League Two. Jogan

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=78, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 78
- 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=x_landotips
- Request removal: https://koinonlink.com/claim?k=x_landotips
- Terms: https://koinonlink.com/for-ai