# Aprende Con Sebas (@aprendeconsebas_yt) on tiktok

- id: koinon:creator:tiktok_aprendeconsebas_yt
- url: https://koinonlink.com/kol/tiktok/aprendeconsebas_yt
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: aprendeconsebas_yt
- platform_url: https://www.tiktok.com/@aprendeconsebas_yt
- website: https://futurocreators.netlify.app/
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 14418
- following: 23
- posts_observed: 33
- 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: Tutoriales de HTML y web development con Visual Studio Code, Uso avanzado de Claude AI para prompts, automatización y con, Herramientas de IA gratuitas de Google (Flow, Pomeli, AI Stu, Automatización de tareas con IA (WhatsApp, email, documentos, Historia de internet y tecnología, Pruebas y experimentos con modelos de IA
- bio: Automatiza y crea nuevas oportunidades 🚀
@André Yanguas | Futuro Digital
Visita nuestra página web oficial para conocer mucho más.

## Audience (inferred)
- status: present
- description: Beginner Spanish speakers interested in learning basic web programming and using AI tools (Claude, ChatGPT, Google AI) for productivity, automation, and content creation
- roles: general_ai
- seniority: learner
- pain_points: Don't know where to start with coding or building a website, Waste a lot of time on manual content and writing tasks, Don't know how to make the most of free AI tools without quickly running out of tokens or hitting limits, Struggle to generate ideas, scripts, or prototypes without starting from scratch
- posts_analysed: 40
- confidence: 0.75

## 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: 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_aprendeconsebas_yt#1cc5b219] Google tiene herramientas de IA gratuitas que pueden crear apps, diseñar interfaces, generar marketing, programar y hacer videos con calidad profesional. 🤯 En este video te enseño las 5 mejores para que empieces a usarlas hoy mismo. #parati #fyp #tiktok #IA #Google#AI#Artificial (https://www.tiktok.com/@aprendeconsebas_yt)
- [tiktok_aprendeconsebas_yt#f5245dff] original sound - aprendeconsebas_yt
- [tiktok_aprendeconsebas_yt#93bbf18a] It is a becoming a big trend on TikTok now! Click here: parati
- [tiktok_aprendeconsebas_yt#14fe337d] Check out Aprende Con Sebas’s video! #TikTok >
- [tiktok_aprendeconsebas_yt#a724468f] ¿Quieres aprender programación pero no sabes por dónde empezar? 💻 En este video te muestro cómo crear tu primera página web desde cero usando HTML y Visual Studio Code. Sigue estos pasos y tendrás tu primer sitio funcionando en cuestión de minutos. 🚀 La prog

## 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=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, 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=59, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=59, 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=59, 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=59, 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=59, method=platform_profile

## Freshness
- profile_checked_days_ago: 59
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

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