# Myriam Martinez IA (@lacasesmeiro) on tiktok

- id: koinon:creator:tiktok_lacasesmeiro
- url: https://koinonlink.com/kol/tiktok/lacasesmeiro
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: lacasesmeiro
- platform_url: https://www.tiktok.com/@lacasesmeiro
- website: https://beacons.ai/myriam.martinez
- country: Spain
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 40412
- following: 227
- 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: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Actualizaciones y novedades de OpenAI, Google y Meta, Prompts avanzados para ChatGPT y Gemini, Automatizaciones con IA para negocios y e-commerce, Uso práctico de NotebookLM y herramientas de Google, IA para marketing, generación de contenido y ventas, Reflexiones sobre adopción de IA en empresas pequeñas
- bio: Divulgadora con Criterio 
Noticias de IA y Automatizaciones para Negocios

## Audience (inferred)
- status: present
- description: Entrepreneurs, small business owners, and Spanish-speaking marketers looking to apply AI and automations to sales, content, and daily operations
- roles: automation
- seniority: practitioner
- pain_points: Staying up to date with constant updates from ChatGPT, Gemini, Meta AI, and NotebookLM, Creating effective prompts without being an expert to get useful business results, Automating repetitive tasks like bookings, product descriptions, and WhatsApp customer service, Choosing the right AI tools without wasting time testing options that don’t work
- posts_analysed: 82
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 52
- authenticity_basis: profile_shape_only
- credibility_score: 52
- 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.

## Evidence
- [tiktok_lacasesmeiro#6d20eed4] Nadie te va a decir esto de la IA . #inteligenciaartificial #emprenderconia #negociosconia #reflexionesdelaia #ia #ai (https://www.tiktok.com/@lacasesmeiro)
- [tiktok_lacasesmeiro#fc74e609] original sound - lacasesmeiro
- [tiktok_lacasesmeiro#aa003d83] It is a becoming a big trend on TikTok now! Click here: inteligenciaartificial
- [tiktok_lacasesmeiro#98abd33c] Check out Myriam Martinez IA’s video! #TikTok >
- [tiktok_lacasesmeiro#650c8d57] Lo que pagan las empresas a los consultores de IA por desempacar su trabajo . #inteligenciaartificial #consultoria #consultoriadeia #ai #ia #emprenderconia #negociosconia
- [tiktok_lacasesmeiro#80f542ee] La realidad de como usar la IA a tu favor sin que lo veas un enemigo.  Después de una conversación con un dibujante me inspiré en hacer este vid

## 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=80, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=80, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=80, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=83, 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=83, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=83, 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=83, 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=83, 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=83, method=platform_profile

## Freshness
- profile_checked_days_ago: 83
- content_analysed_days_ago: 83
- audience_updated_days_ago: 80

## 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_lacasesmeiro
- Request removal: https://koinonlink.com/claim?k=tiktok_lacasesmeiro
- Terms: https://koinonlink.com/for-ai