# Aaron (@aaronmarcoarias) on x

- id: koinon:creator:x_aaronmarcoarias
- url: https://koinonlink.com/kol/x/aaronmarcoarias
- schema_version: 1.4

## Identity
- platform: x
- handle: aaronmarcoarias
- platform_url: https://twitter.com/aaronmarcoarias
- website: http://aaronmarco.fyi
- country: Argentina
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3986
- following: 661
- posts_total: 18315
- posts_observed: 6
- posts_per_day: 5.851
- account_age_days: 3130
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01029
- best_post_interactions: 41
- 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: entertainment
- subcategory: comedy
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: diseño y branding, comentarios culturales, shitposting misceláneo, observaciones sociales
- bio: schizoposting: @nadarespetable ✶ corposlop: @postdigitalist

## Audience (inferred)
- status: present
- description: Hispanic-speaking users who engage in shitposting and random cultural commentary without a clear professional focus
- roles: none
- seniority: consumer
- posts_analysed: 20
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 77
- authenticity_basis: engagement_observed
- credibility_score: 77
- 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_aaronmarcoarias#23b5c8a6] villanos de esta mañana: el diseño ux/ui y la automatización del soporte al cliente. héroes de esta mañana: dos pobres bancarios. uno era incapaz de resolver nada, el otro era capaz de resolverlo todo. (https://twitter.com/aaronmarcoarias/status/2070276104166768724)
- [x_aaronmarcoarias#a9568c3f] cuando el normie se imagina feliz, se imagina adentro de un boliche. por eso decora los gimnasios como boliches, los kioscos como boliches, las hamburgueserías como boliches, los colectivos como boliches…
- [x_aaronmarcoarias#0a06ae64] mucho cuidado al rezarle a este tipo, que tiene la costumbre de cumplir con creces: https://t.co/dmkmMhauF5
- [x_aaronmarcoarias#135a2a95] entre lo de perez hilton y lo de pablo moyano, la falopa está teniendo un pésimo momento de pr.
- [x_aaronmarcoarias#7259aaf1] - el branding de este mundial fue un espanto - si lees las brand guidelines vas a ver que no, el diseño puede parecer espantoso y tiene aplicaciones que obviamente no funcionan, pero en las 10 páginas donde explican reglas de resizing queda en evidencia etc etc etc - el branding 
- [x_aaronmarcoarias#30fe6b1a] 1. no es el feminismo, es la sociedad industrial. banco pero, sobre todas las cosas, esto es inescalable + ineficiente. 2. qué jijazo el fantoche que aparece al final, estuvo arando grindr.
- [x_aaronmarcoarias#722cd468] contestando vuestros comentarios bajo los artículos de @NadaRespetable, perdón por ser un padre abandónico.
- [x_aaronmarcoarias#ced212f4] un asco rick rubin siempre mostrando las patas

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, 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=76, 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: 76
- audience_updated_days_ago: 76

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