# Valentina | Gora estudio (@gora.estudio) on tiktok

- id: koinon:creator:tiktok_gora.estudio
- url: https://koinonlink.com/kol/tiktok/gora.estudio
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: gora.estudio
- platform_url: https://www.tiktok.com/@gora.estudio
- website: https://linktr.ee/valentinarangel__?fbclid=PAZnRzaAOFHv9leHRuA2FlbQIxMQBzcnRjBmFwcF9pZA8xMjQwMjQ1NzQyODc0MTQIY2FsbHNpdGUCMTUAAadBaHGOQcX5UkCS_KIGtjJiuhwVUuGijyi50zOkbgmbEHlQZZoeOYAUfErQLg_aem_6h9Rmll8
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4738
- following: 100
- posts_observed: 1
- 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: martech
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: marketing digital, creación de contenido para redes, fotografía de producto, vida freelance y agencia, estrategia de engagement y hooks
- bio: Soy Val✨ Diseño tu marca y el contenido para tus redes sociales 💻
Contáctame✨

## Audience (inferred)
- status: present
- description: Small business owners, local brands, and marketing freelancers in Colombia (Barrancabermeja/Bucaramanga) who need brand design and social media content creation
- roles: content
- seniority: decision_maker
- pain_points: Don't know how to create hooks that keep audiences engaged on social media, Managing highlight stories and content without a clear strategy, Deciding whether to hire an agency or do it themselves with no clear results, Getting professional product photos and content without prior experience
- posts_analysed: 21
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.5
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 40
- authenticity_basis: profile_shape_only
- credibility_score: 40
- 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_gora.estudio#17f86a5f] Me desahogo por acá 🫠 #marketingdigital #communitymanager (https://www.tiktok.com/@gora.estudio)
- [tiktok_gora.estudio#aad1deed] original sound - gora.estudio
- [tiktok_gora.estudio#b20d77ae] It is a becoming a big trend on TikTok now! Click here: marketingdigital
- [tiktok_gora.estudio#59e42342] Check out Valentina | Gora estudio’s video! #TikTok >
- [tiktok_gora.estudio#99bdb4ea] Nos encanta trabajar con marcas que creen en el poder de una buena experiencia. #barrancabermeja #bucaramanga #agenciademarketing #fotografiadeproducto
- [tiktok_gora.estudio#48860a8c] Primera sesión de fotos a un motociclista
- [tiktok_gora.estudio#47e5801e] Tus historias destacadas son más importantes de lo que parecen, no son simples imágenes o video es la forma mas rápida que tienes para conectar con tu cliente.  ¿Ya conocías la diferencia? 🤔 #agenciademarketing #emprededores #creaciondecontenido
- [tiktok_gora.estudio#0c1e878e] The Fasion Pop

## 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=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, 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=54, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=54, 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=54, 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=54, 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=54, method=platform_profile

## Freshness
- profile_checked_days_ago: 54
- content_analysed_days_ago: 54
- audience_updated_days_ago: 54

## AI retrieval
- indexing_requests: 8
- 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_gora.estudio
- Request removal: https://koinonlink.com/claim?k=tiktok_gora.estudio
- Terms: https://koinonlink.com/for-ai