# a.ndreacns (@a.ndreacns) on tiktok

- id: koinon:creator:tiktok_a.ndreacns
- url: https://koinonlink.com/kol/tiktok/a.ndreacns
- schema_version: 1.4

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

## Reach
- followers: 5689
- following: 1205
- 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: ai_tools
- category_confidence: 0.98
- category_source: derived_from_recent_content
- topics: AI tool updates and free resources, Prompt engineering for Claude and GPT, Entrepreneurship and business strategy, Using AI for marketing, sales and digital presence, Real-time AI features like GPT Live
- bio: 🫂Tu amiga que te traduce el mundo tech y negocios
⚡️Haciendo una siestita en @nuve 
🫡 Leg day ceo

mentally at the beach

## Audience (inferred)
- status: present
- description: Spanish-speaking entrepreneurs and small business owners looking to integrate AI tools into their daily operations
- roles: general_ai
- seniority: practitioner
- pain_points: Overwhelmed by constant AI updates and changes, Struggling to find and use effective free AI tools, Writing good prompts that get useful results from Claude or ChatGPT, Spending too much time creating stories, presentations, and client content
- posts_analysed: 26
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.5
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 36
- authenticity_basis: profile_shape_only
- credibility_score: 36
- 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_a.ndreacns#2852a642] Cada semana, si no es cada día hay una actualización de inteligencia artificial. Puede ser complejo y abrumador aprender sobre inteligencia artificiar pero paso a paso lo vas a lograr. Te dejo 3 plataformas gratuitas de cursos gratis para aprender sobre IA, los habías escuchado?  (https://www.tiktok.com/@a.ndreacns)
- [tiktok_a.ndreacns#848b5c20] Inspiring Violins
- [tiktok_a.ndreacns#435dffe5] It is a becoming a big trend on TikTok now! Click here: cursosgratis
- [tiktok_a.ndreacns#6cc6c26e] Check out a.ndreacns’s video! #TikTok >
- [tiktok_a.ndreacns#d7b6e8f2] Si aún no estás listo para invertir en herramientas de inteligencia artificial te dejo 5 que son gratis en Google, claro, además del uso regular de Gemini. La que más uso yo es NotebookLM, deja de usar tus tokens de Claude o Chat GPT para resumir archivos #emprendimiento #negoci

## 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=104, 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=104, 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=104, method=platform_profile

## Freshness
- profile_checked_days_ago: 104
- 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_a.ndreacns
- Request removal: https://koinonlink.com/claim?k=tiktok_a.ndreacns
- Terms: https://koinonlink.com/for-ai