{ "@context": "https://koinonlink.com/schema/creator/v1.0", "@type": "Creator", "schema_version": "1.0", "id": "koinon:creator:tiktok_descomplica", "url": "https://koinonlink.com/kol/tiktok/descomplica", "alternate": { "html": "https://koinonlink.com/kol/tiktok/descomplica", "json": "https://koinonlink.com/kol/tiktok/descomplica.json", "markdown": "https://koinonlink.com/kol/tiktok/descomplica.md" }, "identity": { "display_name": "Descomplica", "handle": "descomplica", "platform": "tiktok", "platform_url": "https://www.tiktok.com/@descomplica", "website": "https://descomplica.com.br/vestibulares/enem/?utm_source=social-tiktok&utm_campaign=social_itiktok_link_bio_alwayson", "country": "BR", "country_name": "Brazil", "location_text": null, "entity_type": "creator", "person_id": null, "person_id_note": "Cross-platform identity not resolved for this creator.", "other_accounts": [], "claimed": false, "claimed_note": "Not claimed. This says nothing about the creator — most profiles are simply not claimed yet.", "declared_accounts": [] }, "first_party": null, "reach": { "followers": 524357, "following": 226, "posts_total": null, "posts_observed": 3, "account_age_days": null, "posts_per_day": null, "verified": false, "size_tier": "kol" }, "engagement": { "engagement_rate": null, "avg_interactions_per_post": null, "best_post_interactions": null, "unit_note": "engagement_rate is a ratio (0-1); the interaction fields are absolute counts." }, "content": { "bio": "🎓 14 anos aprovando no Enem\n⚡ Aulas curtas e resumos inteligentes\nBORA FAZER?", "topics": [ "ENEM exam preparation and strategies", "Subject-specific reviews (Physics, Chemistry, History)", "Study techniques and smart summaries", "Platform updates and direct-to-point lessons", "Exam changes and planning (Fuvest, Era Vargas)" ], "category": "entertainment", "category_label": "Entertainment", "subcategory": "edu_science", "subcategory_label": "Education & science", "category_confidence": 0.95, "category_source": "derived_from_recent_content" }, "audience": { "status": "present", "status_note": null, "description": "Brazilian high school students and recent graduates preparing for ENEM and university entrance exams like Fuvest", "roles": [ "none" ], "seniority": "learner", "pain_points": [ "Struggling with time-consuming ENEM topics like stoichiometry and kinematics under exam pressure", "Difficulty finding concise, effective study materials and revision schedules", "Adapting to frequent changes in exam formats and requirements", "Staying motivated and organized during long preparation periods for multiple subjects" ], "posts_analysed": 14, "confidence": 0.4 }, "commercial": { "audience_buyer_fit": 0.2, "promotion_intent": 0.1, "open_to_collaboration": false, "contact": null, "contact_note": "Koinon does not publish creator contact details." }, "quality": { "authenticity_score": 58, "credibility_score": 58, "grade": "C", "anomaly_flags": [], "interpretation": "Signals for triage, not verdicts. A flag means the profile is worth a manual check." }, "evidence": [ { "evidence_id": "tiktok_descomplica#p0", "type": "creator_content", "excerpt": "Aprenda técnicas de estudo que realmente funcionam para o ENEM! O ENEM AMA cinemática! 😱 Não deixe esse assunto pra última hora, fórmulas e contas são essenciais pra garantir sua nota! #ENEM #Matematica #Cinematica #Estudo #DicasENEM #RetaFinalEnem #Descomplica", "source_url": "https://www.tiktok.com/@descomplica", "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_descomplica#p1", "type": "creator_content", "excerpt": "original sound - descomplica", "source_url": null, "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_descomplica#p2", "type": "creator_content", "excerpt": "Eai? Já se recuperou das provas? 🤔 Já faz uma semana! Não tem desculpa pra não gravar musical.ly 😂😙💃🏻💃🏻💃🏻Crie vídeos com a temática da prova e use a hashtag #Enem 🙃✍🏻️📚 O audio original mais criativo pode virar tag 🙀😻", "source_url": null, "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_descomplica#p3", "type": "creator_content", "excerpt": "It is a becoming a big trend on TikTok now! Click here: enem", "source_url": null, "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_descomplica#p4", "type": "creator_content", "excerpt": "Check out Descomplica’s video! #TikTok >", "source_url": null, "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_descomplica#p5", "type": "creator_content", "excerpt": "Antimatéria pode cair no Enem? Pode — e um exame médico ajuda a entender como. 👀 O PET scan, ou Tomografia por Emissão de Pósitrons, usa uma molécula semelhante à", "source_url": null, "observed_at_days_ago": 0 } ], "provenance": [ { "field": "audience.description", "source_type": "ai_inferred", "confidence": 0.4, "freshness_days": 0, "method": "llm_persona_from_recent_content", "evidence_ids": [ "tiktok_descomplica#p0", "tiktok_descomplica#p1", "tiktok_descomplica#p2", "tiktok_descomplica#p3", "tiktok_descomplica#p4", "tiktok_descomplica#p5" ] }, { "field": "audience.roles", "source_type": "ai_inferred", "confidence": 0.4, "freshness_days": 0, "method": "llm_persona_from_recent_content", "evidence_ids": [ "tiktok_descomplica#p0", "tiktok_descomplica#p1", "tiktok_descomplica#p2", "tiktok_descomplica#p3", "tiktok_descomplica#p4", "tiktok_descomplica#p5" ] }, { "field": "audience.seniority", "source_type": "ai_inferred", "confidence": 0.4, "freshness_days": 0, "method": "llm_persona_from_recent_content" }, { "field": "commercial.audience_buyer_fit", "source_type": "ai_inferred", "confidence": 0.6, "freshness_days": 0, "method": "llm_scorer", "note": "Relative signal within Koinon indexing, not a market-wide score." }, { "field": "commercial.promotion_intent", "source_type": "ai_inferred", "confidence": 0.6, "freshness_days": 0, "method": "llm_scorer" }, { "field": "quality.anomaly_flags", "source_type": "heuristic", "confidence": 0.5, "freshness_days": 57, "method": "follower_growth_and_engagement_ratio_heuristic", "note": "Means \"worth a manual check\", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person." }, { "field": "reach.followers", "source_type": "observed", "confidence": 0.95, "freshness_days": 57, "method": "platform_profile" } ], "freshness": { "profile_checked_days_ago": 57, "content_analysed_days_ago": 0, "audience_updated_days_ago": 0, "generated_at": "2026-09-01T15:22:17.683Z" }, "retrieval": { "indexing_requests": 1, "user_triggered_requests": 0, "last_user_triggered_day": null, "note": "Being indexed in bulk is not the same as being retrieved to answer a question." }, "relationships": { "platform_entity": "https://koinonlink.com/creators/tiktok", "category_entity": "https://koinonlink.com/product-category/entertainment" }, "license": { "terms": "https://koinonlink.com/for-ai", "attribution": "Koinon Link", "claim_url": "https://koinonlink.com/claim?k=tiktok_descomplica", "removal_url": "https://koinonlink.com/claim?k=tiktok_descomplica" } }