# Pablo Rio (@PabloRioX) on x

- id: koinon:creator:x_pabloriox
- url: https://koinonlink.com/kol/x/PabloRioX
- schema_version: 1.4

## Identity
- platform: x
- handle: PabloRioX
- platform_url: https://twitter.com/PabloRioX
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 6336
- following: 625
- posts_total: 3270
- posts_observed: 1
- posts_per_day: 2.807
- account_age_days: 1165
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00016
- best_post_interactions: 1
- 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: software
- subcategory: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI-powered business systems, Copywriting automation with AI, Building scalable digital assets, Practical prompt engineering for business, Real-world AI applications in growth, Beyond hype: actionable AI implementation
- bio: 🤖 IA aplicada a negocio y crecimiento
⚙️ Sistemas, prompts y automatización real
📈 Construye activos digitales que escalan
🚀 Menos hype. Más resultados.

## Audience (inferred)
- status: present
- description: Business owners and growth-focused entrepreneurs using AI to build scalable digital assets
- roles: ads
- seniority: decision_maker
- pain_points: Struggling to create high-converting website copy that drives results, Finding it hard to implement AI tools beyond basic text generation, Wasting time on manual content creation without clear systems, Not seeing tangible business growth from AI investments
- posts_analysed: 12
- confidence: 0.4

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

## Quality signals
- authenticity_score: 57
- authenticity_basis: engagement_observed
- credibility_score: 72
- 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
- [x_pabloriox#a894f23e] 8 / El Sistema Completo de Copy Web (https://twitter.com/PabloRioX/status/2072700343012434405)
- [x_pabloriox#37f09cce] Prompt:
- [x_pabloriox#e6c0dbeb] "Actúa como un copywriter profesional.
- [x_pabloriox#ac01c710] Escribe todo el copy para mi negocio [tipo de negocio]:
- [x_pabloriox#a877bf88] página principal
- [x_pabloriox#bec55448] sobre nosotros
- [x_pabloriox#d10a6ca5] servicios
- [x_pabloriox#36c7017d] testimonios

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, 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=112, 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=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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 79
- audience_updated_days_ago: 21

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