# hotcast (@.hotcast) on tiktok

- id: koinon:creator:tiktok_.hotcast
- url: https://koinonlink.com/kol/tiktok/.hotcast
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: .hotcast
- platform_url: https://www.tiktok.com/@.hotcast
- website: https://www.instagram.com/hot.cast_
- country: Spain
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 10842
- following: 48
- 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: finance
- subcategory: personal_fin
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Emprendimiento y mentalidad de éxito, Finanzas personales y crypto, Reflexiones sobre vida, muerte y relaciones, Estrategias de negocio y ventas, Consumo, crisis económica y tendencias sociales
- bio: 7 VÍDEOS AL DÍA 
💸 Finanzas | 💼 Negocios | 💰 Dinero
🎯 9000?

## Audience (inferred)
- status: present
- description: Spanish-speaking TikTok users, mostly young adults in Spain or Latin America, seeking motivational content on money, mindset and entrepreneurship
- roles: none
- seniority: learner
- pain_points: Feeling stuck in low-income jobs or economic uncertainty in Spain, Struggling with discipline, dopamine addiction and inconsistent routines, Lack of clear business knowledge or credible success examples, Distrust in media, social trends and financial information
- posts_analysed: 40
- 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: 44
- authenticity_basis: profile_shape_only
- credibility_score: 44
- 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_.hotcast#d8a78ec6] 📚 Estos son los 5 libros de emprendimiento que más te van a cambiar la mentalidad si de verdad quieres mejorar tu relación con el dinero, el éxito y la libertad financiera. No son libros teóricos: todos te dan lecciones prácticas sobre cómo pensar diferente, crear hábitos sólido (https://www.tiktok.com/@.hotcast)

## 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=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=86, 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=56, 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=86, 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=86, method=platform_profile

## Freshness
- profile_checked_days_ago: 86
- content_analysed_days_ago: 56
- audience_updated_days_ago: 56

## AI retrieval
- indexing_requests: 10
- 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_.hotcast
- Request removal: https://koinonlink.com/claim?k=tiktok_.hotcast
- Terms: https://koinonlink.com/for-ai