# carwin martinez (@carwinmartinez) on tiktok

- id: koinon:creator:tiktok_carwinmartinez
- url: https://koinonlink.com/kol/tiktok/carwinmartinez
- schema_version: 1.4

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

## Reach
- followers: 12235
- following: 154
- 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: saas
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Generación de leads calificados con IA, Estrategias de ventas y cierre, Sistemas y automatización para agencias, Modelos Win-Win y mentalidad empresarial, Evitar errores comunes de emprendedores (costos, reinversión
- bio: 🌐 Affiliate Marketing 
🌱 Lead Generation 
📢 Advertising

## Audience (inferred)
- status: present
- description: Entrepreneurs, agency owners, and business operators in Spanish seeking qualified leads and sales growth through AI and automated systems
- roles: sales
- seniority: decision_maker
- pain_points: Spending money on shared or low-quality leads that don’t convert, Paying agencies without results or exclusivity, Losing sales due to lack of 24/7 automated response and lead qualification, Staying stuck in day-to-day operations instead of delegating and scaling
- posts_analysed: 77
- confidence: 0.9

## 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: 45
- authenticity_basis: profile_shape_only
- credibility_score: 45
- 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_carwinmartinez#69672d1f] ¿Sabías que hay una app que transforma texto en voz con una precisión increíble? Se llama Eleven Labs, y lo mejor es que puedes modelar tu propia voz. ¡Incluso imita tus emociones y hasta la respiración! Imagina lo que esto puede hacer por tu negocio: más eficiencia, más personal (https://www.tiktok.com/@carwinmartinez)
- [tiktok_carwinmartinez#579a9d0d] original sound - carwinmarti

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=58, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=58, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, 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=88, 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=88, 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=88, method=platform_profile

## Freshness
- profile_checked_days_ago: 88
- content_analysed_days_ago: 58
- audience_updated_days_ago: 58

## AI retrieval
- indexing_requests: 5
- 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_carwinmartinez
- Request removal: https://koinonlink.com/claim?k=tiktok_carwinmartinez
- Terms: https://koinonlink.com/for-ai