# Mariale | IA para vender (@soymarialevelazco) on tiktok

- id: koinon:creator:tiktok_soymarialevelazco
- url: https://koinonlink.com/kol/tiktok/soymarialevelazco
- schema_version: 1.4

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

## Reach
- followers: 8999
- following: 86
- posts_observed: 2
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Prompts IA para fotos profesionales y flyers, Cursos y bootcamps de 'Vende con IA', Estrategias de contenido y ventas en Instagram/TikTok, Uso práctico de Gemini y ChatGPT para negocios, Superar miedo a grabar y crear consistencia

## Audience (inferred)
- status: present
- description: Hispanic-speaking female entrepreneurs and mompreneurs (mainly from Venezuela and Latin America) who sell products or services on social media and want to use AI to create content and drive sales
- roles: sales
- seniority: decision_maker
- pain_points: They don’t know how to write effective prompts and get generic AI results, Zero budget for photographers or designers—need professional photos and flyers now, Post daily but don’t convert followers into customers, Don’t have time or clarity on what content to post to attract clients
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 43
- authenticity_basis: profile_shape_only
- credibility_score: 43
- 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_soymarialevelazco#99b7f515] #socopo #barinas #venezuela #redessociales #mujeres #oratoria #canva (https://www.tiktok.com/@soymarialevelazco)
- [tiktok_soymarialevelazco#744523e4] Querida Yo
- [tiktok_soymarialevelazco#3b2cf872] It is a becoming a big trend on TikTok now! Click here: socopo
- [tiktok_soymarialevelazco#d7ae6a50] Check out Mariale | IA para vender’s video! #TikTok >
- [tiktok_soymarialevelazco#f0725e90] Crece, inspira y brilla con propósito ✨♥️
- [tiktok_soymarialevelazco#0bab57f6] ¿Cuántas veces quisiste tener fotos profesionales pero no tenías presupuesto para un fotógrafo? 📸 Te tengo una solución, bbe: con estos prompts, la IA te puede dar fotos que sí se ven como tuyas — no una cara genérica ni una pose robótica. Y hasta te dejo uno extra para cambiar 

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=83, 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=76, 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=83, 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=83, method=platform_profile

## Freshness
- profile_checked_days_ago: 83
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

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