# Agustín Medina | AI Agency Academy (@agustinmedinaIA) on youtube

- id: koinon:creator:youtube_agustinmedinaia
- url: https://koinonlink.com/kol/youtube/agustinmedinaIA
- schema_version: 1.4

## Identity
- platform: youtube
- handle: agustinmedinaIA
- platform_url: https://www.youtube.com/@agustinmedinaIA
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 106000
- posts_observed: 1
- verified: false
- size_tier: kol

## 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: 0.95
- category_source: derived_from_recent_content
- topics: Claude AI hacks and workflows, Building AI agents, n8n automations, Claude Code / vibe coding, AI for digital businesses
- bio: Aprende a construir con Inteligencia Artificial: Vibe coding, Agentes de IA, Automatizaciones y Negocios digitales. Soy Agustín ...

## Audience (inferred)
- status: present
- description: AI practitioners and digital entrepreneurs building agents/automations with Claude and tools like n8n
- roles: automation
- seniority: practitioner
- pain_points: High token costs when uploading PDFs or large files to Claude, Difficulty turning AI prototypes into reliable agents for real businesses, Complex integrations between Claude, n8n and other tools, Separating AI hype from practical, monetizable use cases
- posts_analysed: 14
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 57
- authenticity_basis: profile_shape_only
- credibility_score: 57
- 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
- [youtube_agustinmedinaia#4cf35c87] CHINA SHAKES UP THE AI WORLD (https://www.youtube.com/@agustinmedinaIA)
- [youtube_agustinmedinaia#01db5e35] Claude is the most convincing bastard there is 🤖
- [youtube_agustinmedinaia#9280960e] CLAUDE x N8N to Simplify Your Emails
- [youtube_agustinmedinaia#5693b1e8] MESSI is to blame for this.
- [youtube_agustinmedinaia#d94126b6] Easy money does NOT exist
- [youtube_agustinmedinaia#04e138cc] Uploading PDFs to Claude is costing you more tokens than you think.
- [youtube_agustinmedinaia#bfa002f1] FABLE 5 Is Back BUT WITH BAD NEWS
- [youtube_agustinmedinaia#d334d837] How to build an AI with Claude Code

## 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=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=84, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=81, 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=81, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=112, 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=81, 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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 81
- audience_updated_days_ago: 84

## AI retrieval
- indexing_requests: 14
- 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=youtube_agustinmedinaia
- Request removal: https://koinonlink.com/claim?k=youtube_agustinmedinaia
- Terms: https://koinonlink.com/for-ai