# Luis M. Villanueva (@lu1sma) on tiktok

- id: koinon:creator:tiktok_lu1sma
- url: https://koinonlink.com/kol/tiktok/lu1sma
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: lu1sma
- platform_url: https://www.tiktok.com/@lu1sma
- website: https://wptr.io/comunidad-lmv-tiktok
- country: Spain
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 7402
- following: 50
- posts_observed: 26
- verified: false
- size_tier: nano

## 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.88
- category_source: derived_from_recent_content
- topics: Estrategia de precios basada en valor, Construcción de autoridad para captar clientes, Escalabilidad y rentabilidad del negocio, Gestión de clientes y tiempo, Recurrencia y modelos de ingresos a largo plazo
- bio: 🧠 Co-Founder & CEO del Grupo Webpositer
📈 Hablo de Cómo Hacer Crecer Negocios Online y convertirlos en Marcas Rentables y Escalables

## Audience (inferred)
- status: present
- description: Small and medium online business owners, freelancers, and digital service agencies looking to scale revenue and profitability
- roles: sales
- seniority: decision_maker
- pain_points: Pricing based on costs rather than perceived value, Busy schedule but no real profitability, Clients demanding attention outside business hours, Difficulty raising prices without losing current clients
- posts_analysed: 24
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 42
- authenticity_basis: profile_shape_only
- credibility_score: 42
- 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
- [tiktok_lu1sma#ca29db86] Deja de poner precios basados en costes y empieza a fijarlos basándote en el valor que aportas #negocio #estrategia #marketingdigital #clientes (https://www.tiktok.com/@lu1sma)
- [tiktok_lu1sma#8b1680be] original sound - lu1sma
- [tiktok_lu1sma#2c1f93b0] It is a becoming a big trend on TikTok now! Click here: negocio
- [tiktok_lu1sma#34deb0eb] Check out Luis M. Villanueva’s video! #TikTok >
- [tiktok_lu1sma#17df6c07] Y así es como puedes hacer crecer tu negocio. #negocio #estrategia #marketingdigital #clientes
- [tiktok_lu1sma#c12d7091] Si estás saturado de clientes y tienes lista de espera, tu precio es demasiado bajo. El mercado te está diciendo que vales más. En este caso, el precio real del servicio subió de 15.000 € a 20.000 €. Para absorber ese impacto y mantener la conversión alta, la clave no es esconder

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=58, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=58, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=58, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=58, 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=58, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=71, 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=58, 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=71, 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=71, method=platform_profile

## Freshness
- profile_checked_days_ago: 71
- content_analysed_days_ago: 58
- audience_updated_days_ago: 58

## AI retrieval
- indexing_requests: 11
- 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_lu1sma
- Request removal: https://koinonlink.com/claim?k=tiktok_lu1sma
- Terms: https://koinonlink.com/for-ai