# Libros para Emprendedores con Luis Ramos (@luisramosoficial) on youtube

- id: koinon:creator:youtube_luisramosoficial
- url: https://koinonlink.com/kol/youtube/luisramosoficial
- schema_version: 1.2

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

## Reach
- followers: 647000
- 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: 0.4
- category_source: derived_from_discovery_path
- topics: Casos de estudio de marcas icónicas y estrategias de negocio, Personal branding y visibilidad profesional, Fracaso, resiliencia y aprendizaje de errores, Diferenciación y creación de categorías propias, Valor percibido, precios y comunicación efectiva
- bio: Un podcast de Luis Ramos, emprendedor y coach de negocios. En cada episodio se resume un libro de utilidad para ...

## Audience (inferred)
- status: present
- description: Emprendedores hispanohablantes y dueños de pequeños/medianos negocios interesados en lecciones de libros de negocios, branding personal y estrategias de diferenciación
- roles: none
- seniority: practitioner
- pain_points: No logran diferenciar su negocio o idea del resto del mercado, Tienen dificultades para vender sus ideas o comunicar su valor claramente, Se sienten infravalorados o no reconocidos por jefes/clientes, No saben cómo fijar precios que reflejen su verdadero valor
- posts_analysed: 32
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- flagged_for_review: false
- koinon_bd_grade: C — 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_luisramosoficial#adfdfc10] How were the Michelin stars born? (https://www.youtube.com/@luisramosoficial)
- [youtube_luisramosoficial#f5127b75] How Cirque du Soleil Created Its Own Category
- [youtube_luisramosoficial#a3c67036] Doing it differently is good... - Wilt Chamberlain
- [youtube_luisramosoficial#868e5593] Marie Kondo's secret to scaling #methodology #success #business
- [youtube_luisramosoficial#ec17c5e1] The great photographer who was never recognized. #personalbranding
- [youtube_luisramosoficial#539cb048] The Generalist vs. The Specialist #business
- [youtube_luisramosoficial#363c0a4c] How to better sell your ideas
- [youtube_luisramosoficial#2a48cb9a] How to fail 5,126 times, and then succeed - Dyson

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=30, 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=0, 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=30, 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=30, method=platform_profile

## Freshness
- profile_checked_days_ago: 30
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_luisramosoficial
- Request removal: https://koinonlink.com/claim?k=youtube_luisramosoficial
- Terms: https://koinonlink.com/for-ai