# finanzas para negocios (@frankdukuara) on tiktok

- id: koinon:creator:tiktok_frankdukuara
- url: https://koinonlink.com/kol/tiktok/frankdukuara
- schema_version: 1.4

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

## Reach
- followers: 6730
- following: 1
- posts_total: 24
- posts_observed: 3
- 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: finance
- subcategory: investing
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Fuentes de financiación y créditos para pymes, Indicadores financieros (liquidez, rentabilidad, endeudamien, Gestión de flujo de caja, Márgenes de utilidad y estado de resultados, Requisitos y errores al solicitar crédito bancario, Modelos de negocio y planeación financiera
- bio: 🧑‍💻Consultores en finanzas para pymes, negocios y emprendedores💰🔥

## Audience (inferred)
- status: present
- description: Small business owners, entrepreneurs, and business operators in Colombia who need funding, cash flow management, and financial analysis for their businesses
- roles: none
- seniority: decision_maker
- pain_points: Banks reject loan applications due to lack of preparation or weak financial indicators, Cash flow issues despite strong sales, Difficulty calculating margins, profits, and borrowing capacity, Lack of knowledge about requirements and documents needed to obtain business credit
- posts_analysed: 49
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- 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_frankdukuara#6fb750c9] El modelo CANVAS para construir un modelo de negocios, se puede utilizar para estructurar una idea de negocio o para desarrollar un modelo de negocio consistente en un negocio que ya está funcionando. Está herramienta plasmará en una hoja todo el modelo de negocio. Consúltanos y  (https://www.tiktok.com/@frankdukuara)
- [tiktok_frankdukuara#f27bde71] original sound - frankdukuara
- [tiktok_frankdukuara#ef6be807] It is a becoming a big trend on TikTok now! Click here: emprender
- [tiktok_frankdukuara#a6caa715] Check out finanzas para negocios’s video! #TikTok >
- [tiktok_frankdukuara#95491ca5] Cuidado con el endeudamiento de tue empresa, revisa los indicadores de endeudamiento para calcular la capacidad de endeudamiento de la empresa. Asesoramos empresas y  negocios en finanzas empresariales. #empresa #empresas #finanza

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=74, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=74, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=74, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=74, 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=74, 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=74, 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: 74
- audience_updated_days_ago: 74

## AI retrieval
- indexing_requests: 7
- 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_frankdukuara
- Request removal: https://koinonlink.com/claim?k=tiktok_frankdukuara
- Terms: https://koinonlink.com/for-ai