# Leandro Constantino (@leandro_indica) on tiktok

- id: koinon:creator:tiktok_leandro_indica
- url: https://koinonlink.com/kol/tiktok/leandro_indica
- schema_version: 1.4

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

## Reach
- followers: 2684
- following: 23
- posts_observed: 1
- 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: ecommerce
- subcategory: ecom_ads
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Unboxing e reviews de caixas de som JBL e similares, Drones e patinetes/bicicletas elétricas baratos, Promoções, cupons e grupos de descontos, Compras seguras na Shopee, Mercado Livre e AliExpress, Smartwatches e acessórios tech de baixo custo
- bio: 🎥 YOUTUBER 167K ⏫
✅️ Compro produtos para testar
Clique aqui 👇

## Audience (inferred)
- status: present
- description: Brazilian consumers looking for affordable tech products, unboxings, and deals on Shopee, Mercado Livre, and AliExpress
- roles: consumer
- seniority: consumer
- pain_points: Finding cheap products that actually work well, Avoiding scams and wrong replacements in online purchases, Discovering valid promotions and coupons before they run out, Assessing the value of imported gadgets without being able to test them first
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.5
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 37
- authenticity_basis: profile_shape_only
- credibility_score: 37
- 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_leandro_indica#c9106ed8] Chegoooooouuu a JBL BOOMBOX 4,Unboxing e primeiras impressões. #caixadesom #jbl (https://www.tiktok.com/@leandro_indica)
- [tiktok_leandro_indica#101b6b09] original sound - leandro_indica
- [tiktok_leandro_indica#05100c57] It is a becoming a big trend on TikTok now! Click here: caixadesom
- [tiktok_leandro_indica#6294aa2a] Check out Leandro Constantino’s video! #TikTok >
- [tiktok_leandro_indica#0e224d15] O melhor drone para iniciantes  #drone #drones
- [tiktok_leandro_indica#09d97676] Drone L900 Pro | Veja como fazer seu primeiro voo. #drone #l900pro #leandroconstantino
- [tiktok_leandro_indica#899ad29f] É Por isso que as lojas físicas estão fechando! Ninguém compra + caro depois que conhece nosso grupo de cupons e promoções. Link dos grupos na bio.
- [tiktok_leandro_indica#a9c6b9c7] Nova JBL partybox 130. Será boa mesmo? vídeo completo de unboxing e review está no YT,link em nossa bio. #jbl #partybox #caixadesom

## 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=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=88, 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=56, 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=88, 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=88, method=platform_profile

## Freshness
- profile_checked_days_ago: 88
- content_analysed_days_ago: 56
- audience_updated_days_ago: 56

## AI retrieval
- indexing_requests: 8
- 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_leandro_indica
- Request removal: https://koinonlink.com/claim?k=tiktok_leandro_indica
- Terms: https://koinonlink.com/for-ai