# Lalo Zanoni (@zanoni) on x

- id: koinon:creator:x_zanoni
- url: https://koinonlink.com/kol/x/zanoni
- schema_version: 1.4

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

## Reach
- followers: 63330
- following: 7457
- posts_total: 114729
- posts_observed: 1
- posts_per_day: 16.315
- account_age_days: 7032
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00153
- best_post_interactions: 97
- 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
- category_confidence: 0.3
- category_source: derived_from_discovery_path
- topics: media criticism, AI in politics, casual recommendations
- bio: Periodista y consultor en tecnología y comunicación digital. Escribo, doy talleres y charlas sobre IA. 🤖 Info y contacto: https://t.co/ZjQUt37WXg

## Audience (inferred)
- status: present
- description: Spanish-speaking audience in Latin America interested in journalism, media criticism, politics and occasional AI topics, but content is too sparse and mixed to define clearly
- roles: none
- seniority: consumer
- posts_analysed: 3
- confidence: 0.4

## 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: 96
- authenticity_basis: engagement_observed
- credibility_score: 96
- 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_zanoni#ae5f6c07] espectacular disco para un día de lluvia como hoy de nada https://t.co/ZNeS3tr08k (https://twitter.com/zanoni/status/2072783843027734664)
- [x_zanoni#2d579a3b] Así como en su momento lo hicieron mierda a Diego porque se drogaba con "informes exclusivos", historias falsas y especialistas en adicciones y psicólogos opinando cualquier fruta sobre su vida privada, por qué los medios nunca se meten a investigar la enorme cantidad de falopa q
- [x_zanoni#fe34a282] El caso de "Doña María" se convirtió en uno de los ejemplos más contundentes del impacto de la IA en la política, en este caso brasileña. El personaje era un avatar generado con IA de una mujer mayor que comentaba la actualidad con videos muy realistas. Acumuló cientos de miles d

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, 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=77, 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: 77
- audience_updated_days_ago: 77

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