# Mathias (@MathiasChu) on x

- id: koinon:creator:x_mathiaschu
- url: https://koinonlink.com/kol/x/MathiasChu
- schema_version: 1.4

## Identity
- platform: x
- handle: MathiasChu
- platform_url: https://twitter.com/MathiasChu
- website: http://instagram.com/mathias.two
- country: Argentina
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 63769
- following: 1669
- posts_total: 17536
- posts_observed: 1
- posts_per_day: 2.996
- account_age_days: 5854
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00179
- best_post_interactions: 114
- 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: martech
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: WhatsApp电商销售, 内容策略制定, 价值主张定义, 电商一对一咨询
- bio: vendo por internet con @somosclica | 👨🏽‍💻 consultorías 1:1 en https://t.co/ABQxHU1cii | eCommerce Lab® https://t.co/gkEXG7gv3p

## Audience (inferred)
- status: present
- description: small and medium online sellers and e-commerce brand owners, especially those using WhatsApp for sales
- roles: ecom_ops
- seniority: practitioner
- pain_points: struggling with WhatsApp sales conversion and lacking effective strategies, unsure how to develop content and communication approaches, unclear value propositions hindering customer acquisition, needing targeted consulting but limited access to suitable resources
- posts_analysed: 3
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 0.9
- 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: A — 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_mathiaschu#b2492d96] Me escribe bocha de gente después de compartir data de las consultorías y veo que muchas marcas venden por WhatsApp. (https://twitter.com/MathiasChu/status/1982936913687314694)
- [x_mathiaschu#b6cf3c1e] La mayoría de veces no puedo ayudarlos, y les explico por qué:
- [x_mathiaschu#5bacfdf2] Varias de las cosas que sé les sirven, como por ejemplo qué y cómo comunicar, armar una estrategia de contenidos, o definir una propuesta de valor. Pero las que tienen más escala y capacidad de transformar empresas no.

## 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=60, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=60, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=60, 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: 60

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