# Inteligência Real (@inteligenteereal) on tiktok

- id: koinon:creator:tiktok_inteligenteereal
- url: https://koinonlink.com/kol/tiktok/inteligenteereal
- schema_version: 1.4

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

## Reach
- followers: 2629
- following: 41
- posts_total: 149
- posts_observed: 5
- 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: entertainment
- subcategory: news_media
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Pablo Marçal辩论与采访, 巴西政治与Bolsonaro, 宗教信仰与耶稣, 病毒式政治幽默剪辑, 保守派观点表达
- bio: Ou você domina a Inteligência Artificial ou Ela dominará você

## Audience (inferred)
- status: present
- description: Brazilian political enthusiasts, especially those following conservative figures like Pablo Marçal and Bolsonaro, as well as religious believers
- roles: consumer
- seniority: consumer
- pain_points: Feeling of injustice and bias in political debates, Conflict between religious beliefs and secular or atheistic viewpoints, Corruption and misinformation within Brazil's political system, Negative media coverage of conservative figures on mainstream outlets
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 44
- authenticity_basis: profile_shape_only
- credibility_score: 44
- 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
- [tiktok_inteligenteereal#2175284d] #pablomarçal #lula #tiktok #fyp #videoviral (https://www.tiktok.com/@inteligenteereal)
- [tiktok_inteligenteereal#dcacfe84] original sound - inteligenteereal
- [tiktok_inteligenteereal#0a134759] It is a becoming a big trend on TikTok now! Click here: pablomarçal
- [tiktok_inteligenteereal#b328fad7] Check out Inteligência Real’s video! #TikTok >
- [tiktok_inteligenteereal#5ad2c767] #tiktok #funny #parati #pablomarçal #lula
- [tiktok_inteligenteereal#29312d74] nossa missão #fyp #parati #tiktok #funny #bolsonaro
- [tiktok_inteligenteereal#ecb6493c] Headline News
- [tiktok_inteligenteereal#8deaed89] Talisnamassou a jornalista #tiktok #videoviral #parati #fyp #comediahumor

## 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=55, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=55, 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=55, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=55, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 55
- audience_updated_days_ago: 55

## AI retrieval
- indexing_requests: 5
- 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=tiktok_inteligenteereal
- Request removal: https://koinonlink.com/claim?k=tiktok_inteligenteereal
- Terms: https://koinonlink.com/for-ai