# Chompe | IA para negocios (@jorge.cruzsalas) on tiktok

- id: koinon:creator:tiktok_jorge.cruzsalas
- url: https://koinonlink.com/kol/tiktok/jorge.cruzsalas
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: jorge.cruzsalas
- platform_url: https://www.tiktok.com/@jorge.cruzsalas
- website: https://100-skills-negocio.pages.dev/
- country: Argentina
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2801
- following: 115
- posts_total: 769
- posts_observed: 9
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Uso práctico de IA en negocios, Comparación y novedades de modelos (Claude, GPT, Anthropic), Mapeo de procesos y diagnóstico previo a la IA, Errores comunes al adoptar IA, Prompts y formas concretas de usar herramientas como Claude 
- bio: 🤖 Te ayudo a entender qué IA NECESITA realmente TU NEGOCIO antes de POTENCIARLO
⚠️ Si no te convence MIRA ESTO 👇

## Audience (inferred)
- status: present
- description: Owners of small and medium Spanish-speaking businesses looking to implement AI in their daily operations without deep technical knowledge
- roles: automation
- seniority: decision_maker
- pain_points: Spend on AI subscriptions that go unused due to unclear processes, Waste time on repetitive tasks that AI could handle but don't know how to request, Get bored or frustrated by the constant stream of new models and tools released each week, Implement AI without first organizing their business and end up saying 'it doesn't work'
- posts_analysed: 72
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 45
- authenticity_basis: profile_shape_only
- credibility_score: 45
- 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.

## 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=79, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=79, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=79, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=64, 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=79, 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=64, 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=64, method=platform_profile

## Freshness
- profile_checked_days_ago: 64
- content_analysed_days_ago: 79
- audience_updated_days_ago: 79

## 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_jorge.cruzsalas
- Request removal: https://koinonlink.com/claim?k=tiktok_jorge.cruzsalas
- Terms: https://koinonlink.com/for-ai