# Marketing Digital | IA (@lucyvillamarin__) on tiktok

- id: koinon:creator:tiktok_lucyvillamarin__
- url: https://koinonlink.com/kol/tiktok/lucyvillamarin__
- schema_version: 1.4

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

## Reach
- followers: 5618
- following: 7
- posts_total: 16
- posts_observed: 5
- 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: software
- subcategory: ai_tools
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Creating ebooks with Canva and ChatGPT, Selling digital products on TikTok/social media, Marketing digital + IA for beginners, Emprender con Dios / faith-based entrepreneurship, Documenting real zero-to-online-business journey
- bio: ✨ÚNICA CUENTA✨
Te enseño a usar la IA, crear contenido y vender a través de tus redes sociales🫰🏽

⬇️ Aprende aquí ⬇️

## Audience (inferred)
- status: present
- description: Spanish-speaking beginners wanting to create and sell digital products like ebooks using Canva/ChatGPT plus social media marketing, often with a faith-based angle
- roles: content
- seniority: learner
- pain_points: No idea how to actually create and sell digital products from zero, Struggling to grow on social media and make sales without showing face or big budget, Tired of fake 'get rich quick' marketing promises, Wanting to start an online business but unsure how to combine practical tools with faith
- posts_analysed: 21
- confidence: 0.6

## 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: 41
- authenticity_basis: profile_shape_only
- credibility_score: 41
- 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_lucyvillamarin__#58eb25c2] Aprende a vender un ebook creado con Canva y chat gpt y tener com1si0nes todos los días ☺️ #digitalproducts #marketingdigital #inteligenciaartificial #ebooks #hotmart (https://www.tiktok.com/@lucyvillamarin__)
- [tiktok_lucyvillamarin__#2912fa0e] original sound - lucyvillamarin__
- [tiktok_lucyvillamarin__#02ed2413] It is a becoming a big trend on TikTok now! Click here: digitalproducts
- [tiktok_lucyvillamarin__#7614affd] Check out Marketing Digital | IA’s video! #TikTok >
- [tiktok_lucyvillamarin__#2a0e5da9] Esta es la razón por la que no te haces viral ⚠️ Solo modela contenido y podrás crecer y v3nd3r tus ebooks o lo que quieras, por tus redes sociales! Y lo mejor, la inteligencia artificial y el marketing digital trabajando para ti 🫰🏽 #digitalproducts #marketingdigital #inteligen
- [tiktok_lucyvillamarin__#5447b7ff] ¿Estás emprendiendo con Dios? A mí me enseñó que no era mi marketing, no era lo que yo hacía, es Él 🤍 #digitalproducts #Dios #marketingdigital #Marketing

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=77, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

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