# Mariano Sevilla (@MarianoSevillaY) on x

- id: koinon:creator:x_marianosevillay
- url: https://koinonlink.com/kol/x/MarianoSevillaY
- schema_version: 1.4

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

## Reach
- followers: 1212
- following: 23
- posts_total: 871
- posts_observed: 2
- posts_per_day: 1.394
- account_age_days: 625
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0033
- best_post_interactions: 4
- 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: crypto
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Institutional adoption of XRP, Ripple's corporate strategy and partnerships, Verification of crypto news authenticity, XRPL ecosystem developments, Anti-hype analysis in crypto, Manipulated content detection
- bio: 🔍 Análisis de XRP, XLM, HBAR y ALGO
📊 ISO 20022 · Adopción institucional · Datos verificables
🚫 Cero vendehumos, sin hype.
▶️ Nuevo vídeo cada domingo.

## Audience (inferred)
- status: present
- description: Crypto investors and blockchain professionals focused on institutional adoption of XRP and related assets, especially those tracking Ripple's corporate strategy and XRPL ecosystem developments
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to distinguish genuine institutional developments from hype in XRP and other crypto projects, Finding it hard to verify the authenticity of news and social media claims about Ripple and XRP Ledger, Overwhelmed by misleading narratives and manipulated content circulating in crypto communities
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 49
- authenticity_basis: engagement_observed
- credibility_score: 49
- 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_marianosevillay#0e06bea7] Este tuit da en el clavo con el dilema real: Ripple puede triunfar vendiendo software corporativo mientras XRP sigue su propio camino. El uso de RLUSD y la baja quema por comisiones son dudas completamente legítimas. 🧵 1/4 (https://twitter.com/MarianoSevillaY/status/2071943284545536494)
- [x_marianosevillay#ab8df3c3] El tuit mezcla noticias reales con sensacionalismo barato. Ripple ha invertido en ZILO y Licuido para mejorar la movilidad de colateral en XRPL, pero asegurar que esto "borrará las finanzas tradicionales de la noche a la mañana" es absurdo. 🧵 1/4
- [x_marianosevillay#1e1fe867] Noticia oficial: Ripple anuncia inversiones estratégicas en ZILO y Licuido para fortalecer la infraestructura de mercados de capitales sobre el XRP Ledger. 🧵 1/4
- [x_marianosevillay#4f639812] Cuidado con las capturas manipuladas o cuentas falsas. La supuesta publicación de David Schwartz usando frases como "me obligarán a borrar esto" es una plantilla típica de phishing y suplantación en X. 🧵 1/3
- [x_marianosevillay#51de0a60] Este tuit señala algo real: la integración de

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=110, 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=80, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 9
- 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_marianosevillay
- Request removal: https://koinonlink.com/claim?k=x_marianosevillay
- Terms: https://koinonlink.com/for-ai