# Jon Hernández (@jonhernandezia) on tiktok

- id: koinon:creator:tiktok_jonhernandezia
- url: https://koinonlink.com/kol/tiktok/jonhernandezia
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: jonhernandezia
- platform_url: https://www.tiktok.com/@jonhernandezia
- website: https://www.jonhernandez.education/compra-el-libro-aqui/
- country: Spain
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 98483
- posts_observed: 1
- 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: 0.95
- category_source: derived_from_recent_content
- topics: AI模型新闻（OpenAI、Google Gemini等）, 免费AI课程推广, 非技术背景做AI职业, AI工具比较和趋势
- bio: Mi libro "La hostIA que viene" aquí 👇🏼

## Audience (inferred)
- status: present
- description: Spanish speakers interested in AI with non-technical backgrounds, especially beginners looking to enter the AI field as a career
- roles: none
- seniority: learner
- pain_points: How to enter the AI industry without a technical background, Struggling to keep up with the latest AI models and tools, Finding reliable free AI learning resources, Lacking practical examples and career transition guidance
- posts_analysed: 9
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- 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
- [tiktok_jonhernandezia#c8b40ed9] 👉🏻 Escríbeme "IA" por privado y te enviaremos mi Curso Gratuito de 3 días 🤖 OpenAI detiene el entrenamiento de sus modelos por seguridad 🤖 #ia #chatgpt #openai (https://www.tiktok.com/@jonhernandezia)
- [tiktok_jonhernandezia#60e86ee5] original sound - jonhernandezia
- [tiktok_jonhernandezia#6186349d] It is a becoming a big trend on TikTok now! Click here: ia
- [tiktok_jonhernandezia#21d87797] Check out Jon Hernández’s video! #TikTok >
- [tiktok_jonhernandezia#cf0d60bd] NUEVO PODCAST 🔥 Cómo alguien sin perfil técnico hizo de la IA su profesión Episodio completo aquí: https://www.youtube.com/watch?v=aWz5hba0h0U 🎙️ Hoy en el podcast hablamos con Isabel Carpintero, formadora y divulgadora de inteligencia artificial aplicada a empresas, para enten

## 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=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, 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=54, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=54, 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=54, 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=54, 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=54, method=platform_profile

## Freshness
- profile_checked_days_ago: 54
- content_analysed_days_ago: 54
- audience_updated_days_ago: 54

## 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_jonhernandezia
- Request removal: https://koinonlink.com/claim?k=tiktok_jonhernandezia
- Terms: https://koinonlink.com/for-ai