# mat (@mat_ecom) on x

- id: koinon:creator:x_mat_ecom
- url: https://koinonlink.com/kol/x/mat_ecom
- schema_version: 1.4

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

## Reach
- followers: 639
- following: 343
- posts_total: 879
- posts_observed: 8
- posts_per_day: 1.024
- account_age_days: 858
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00469
- best_post_interactions: 3
- 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Shopify store scaling and order milestones, Ecom business realities and competition, International tax setup (ITIN), Ecom course sellers and community issues
- bio: Ecom | Roadto7fig | 8lab

## Audience (inferred)
- status: present
- description: French-speaking Shopify ecom operators and store owners aiming for 7-figure revenue
- roles: ecom_ops
- seniority: practitioner
- pain_points: Stores being copied after giving advice to others, Customs/shipping hassles with business items like trophies, Slow or difficult ITIN acquisition for international setup, Dealing with shady ecom course sellers and copycats
- posts_analysed: 7
- confidence: 0.4

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

## Quality signals
- authenticity_score: 44
- authenticity_basis: engagement_observed
- credibility_score: 44
- 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_mat_ecom#ec95c0af] C’est une bonne native ça (https://twitter.com/mat_ecom/status/1950958746504425684)
- [x_mat_ecom#222b360a] Mdrrr je pleure à la douane on a INSPECTÉ de fou mon trophée Shopify, j’ai jamais vu ça, ils voulaient pas me laisser partir
- [x_mat_ecom#63101b59] N’empêche l’ecom c’est vraiment un monde de chien, ya des mecs tu les aides, tu leurs donnes vla les conseils, au final il te copy paste ta boutique sur la même marché 🤡🤡
- [x_mat_ecom#9d7fb78b] Road to 100k orders maintenant 👀 https://t.co/KQbt06n2yd
- [x_mat_ecom#ad2c2b08] en vrai destination de fou je pense, t'as l'aeroport numéro 1 dans le monde en terme de destinations directes, pas loin de la france, à côté de la mer, ya pas mieux je pense
- [x_mat_ecom#79eb0832] J’suis mort c’est donc ça les vendeurs de formation en ecom en Espagne https://t.co/5zs5K9R1mN
- [x_mat_ecom#b84a501d] Salut ! quelqu'un aurait un contact pour obtenir un ITIN en moins de 8 semaines svp ?
- [x_mat_ecom#4e3adcfe] Winner

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=78, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 7
- 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_mat_ecom
- Request removal: https://koinonlink.com/claim?k=x_mat_ecom
- Terms: https://koinonlink.com/for-ai