# Zeyra |Negocios digital con IA (@zeyra_ia_negocios) on tiktok

- id: koinon:creator:tiktok_zeyra_ia_negocios
- url: https://koinonlink.com/kol/tiktok/zeyra_ia_negocios
- schema_version: 1.4

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

## Reach
- followers: 24834
- following: 296
- posts_total: 517
- 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: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Creación de productos digitales con IA, Herramientas de IA gratuitas, Prompts y sistemas paso a paso para IA, Negocios digitales desde casa para mamás, Generar ingresos recurrentes con IA

## Audience (inferred)
- status: present
- description: Hispanic-speaking women, mainly moms and office workers, looking to start a digital business using AI from home with no experience or budget
- roles: general_ai
- seniority: learner
- pain_points: No money to start a business, Not enough time due to office jobs or family responsibilities, Not knowing where to start or which AI tools to use, Struggling to generate extra income without going on camera or creating content
- posts_analysed: 100
- 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: 57
- authenticity_basis: profile_shape_only
- credibility_score: 57
- 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_zeyra_ia_negocios#f919a2e6] Aprender una sola habilidad cambió mi vida y hoy quiero enseñarte que tú también puedes lograrlo, aunque empieces desde cero. 💜 La inteligencia artificial no es solo para expertos. Hoy cualquier persona puede crear contenido, desarrollar productos digitales y construir un negoci (https://www.tiktok.com/@zeyra_ia_negocios)
- [tiktok_zeyra_ia_negocios#39da9a23] original sound - zey

## 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=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=75, 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=75, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=99, 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=75, 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=99, 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=99, method=platform_profile

## Freshness
- profile_checked_days_ago: 99
- content_analysed_days_ago: 75
- audience_updated_days_ago: 75

## AI retrieval
- indexing_requests: 6
- 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_zeyra_ia_negocios
- Request removal: https://koinonlink.com/claim?k=tiktok_zeyra_ia_negocios
- Terms: https://koinonlink.com/for-ai