# EvoAcademy | Tecnología + IA (@evoacdm) on tiktok

- id: koinon:creator:tiktok_evoacdm
- url: https://koinonlink.com/kol/tiktok/evoacdm
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: evoacdm
- platform_url: https://www.tiktok.com/@evoacdm
- website: https://open.spotify.com/show/7kyKbKwrqgxr4trONfkqmH?si=xErTn66XQ9m8jPke20liPA
- entity_type: creator
- person_id: koinon:person:tiktok_evoacdm

## Reach
- followers: 13336
- following: 82
- posts_observed: 2
- verified: false
- size_tier: koc

## 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: software
- subcategory: ai_tools
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Agentes de IA y automatización de procesos, Skills y herramientas de Claude para empresas, Casos de uso en contabilidad, retail y servicios, Riesgos, costos y liderazgo en adopción de IA, Evaluación y mantenimiento de sistemas multi-agente

## Audience (inferred)
- status: present
- description: Profesionales y ejecutivos de empresas en Chile (contadores, gerentes, directores) que buscan aplicar IA en procesos de negocio reales
- roles: automation
- seniority: practitioner
- pain_points: Miedo a errores de IA en tareas críticas como contabilidad o conciliación, Dificultad para integrar agentes y skills de IA en sistemas existentes sin que fallen, Alto costo de modelos avanzados y límites de uso que afectan el ROI, Riesgo de adoptar IA por hype sin liderazgo ni procesos claros
- posts_analysed: 74
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 46
- authenticity_basis: profile_shape_only
- credibility_score: 46
- 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
- [tiktok_evoacdm#fe69c614] ChatGPT podría entrar a derecho, ing. comercial, ing. civil e incluso medicina Hicimos un estudio entregándole la PAES admisión 2025 a los modelos gpt-4o, gpt-4o-mini, o1-mini, y o1 Llegó a sacar puntaje perfecto en una prueba (https://www.tiktok.com/@evoacdm)
- [tiktok_evoacdm#a75a3fe1] original sound - evoacdm
- [tiktok_evoacdm#eebc86d0] Check out EvoAcademy | Tecnología + IA’s video! #TikTok >
- [tiktok_evoacdm#0795a07a] ¿Cómo sabes cuánto vale una propiedad de USD 2 millones? 👀 Matías Echeverría, cofundador de HousePricing, explica por qué el precio por m² no es suficiente cuando existe poca data comparable. Escucha el episodio completo de nuestro podcast semanal Inteligencia Artificial para lo
- [tiktok_evoacdm#c7d570b4] It is a becoming a big trend on TikTok now! Click here: propiedades
- [tiktok_evoacdm#cfc19bd9] ¿Qué pasa si la persona que creó la

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=74, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=74, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=74, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=49, 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=49, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=56, 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=49, 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=56, 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=56, method=platform_profile

## Freshness
- profile_checked_days_ago: 56
- content_analysed_days_ago: 49
- audience_updated_days_ago: 74

## AI retrieval
- indexing_requests: 7
- 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_evoacdm
- Request removal: https://koinonlink.com/claim?k=tiktok_evoacdm
- Terms: https://koinonlink.com/for-ai