# Espabila e Invierte (@espabilaeinv) on x

- id: koinon:creator:x_espabilaeinv
- url: https://koinonlink.com/kol/x/espabilaeinv
- schema_version: 1.4

## Identity
- platform: x
- handle: espabilaeinv
- platform_url: https://twitter.com/espabilaeinv
- website: https://linktr.ee/espabilaeinvierte
- country: Spain
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 23463
- following: 373
- posts_total: 9835
- posts_observed: 1
- posts_per_day: 5.646
- account_age_days: 1742
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00077
- best_post_interactions: 18
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: investing
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: META stock valuation, Company financial analysis, Investment thesis construction
- bio: Analizo empresas de calidad e invierto en ellas. • 23K aquí • curso con 200 alumnos. • 2.000 suscriptores en mi Blog: https://t.co/7wQiuQqwG2

## Audience (inferred)
- status: present
- description: Spanish-speaking individual investors focused on stock picking and company valuation, especially tech names like META
- roles: none
- seniority: practitioner
- pain_points: Estimating fair value and target prices for volatile tech stocks, Interpreting company news and its effect on long-term holdings, Distinguishing between optimistic and pessimistic market views on the same stock
- posts_analysed: 3
- confidence: 0.4

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

## Quality signals
- authenticity_score: 73
- authenticity_basis: engagement_observed
- credibility_score: 88
- 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
- [x_espabilaeinv#4613270d] 🚨🚨No es nada descabellado pensar esto sobre $META. Vamos a calcular un precio objetivo en base a estas estimaciones: Sin tener en cuenta las suposiciones de Rihard, el consenso de analistas estima 36,83$ EPS para 2027. Si tenemos en cuenta ese aumento del 20%, estaríamos hablan (https://twitter.com/espabilaeinv/status/2044462589900448142)
- [x_espabilaeinv#6ddaa488] Bárbaro. https://t.co/F78jRkbCol
- [x_espabilaeinv#91426937] 🚨🚨 LA ÚLTIMA NOTICIA DE $META 🚨🚨 Parece que quieren empezar a vender su exceso de cómputo a terceros. Dos bandos: 1. Creen que es un problema 2. Creen que es una buena estrategia ¿Qué opinas tú? Te dejo mi artículo al respecto, no te lo pi

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=110, 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=110, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=0.5, freshness_days=110, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 110
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 11
- 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=x_espabilaeinv
- Request removal: https://koinonlink.com/claim?k=x_espabilaeinv
- Terms: https://koinonlink.com/for-ai