# Mats | Automatisation IA (@mats.automation) on tiktok

- id: koinon:creator:tiktok_mats.automation
- url: https://koinonlink.com/kol/tiktok/mats.automation
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: mats.automation
- platform_url: https://www.tiktok.com/@mats.automation
- country: France
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 25090
- following: 67
- posts_total: 224
- posts_observed: 6
- verified: false
- size_tier: koc

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: n8n automation, agents IA et templates, Claude AI workflows, automatisation entreprise, masterclass et ressources IA
- bio: 🔥APPRENDS GRATUITEMENT 
Deux soirs pour maîtriser l'IA et l'automatisation ! 
Inscris toi sur le lien en dessous 👇🏼

## Audience (inferred)
- status: present
- description: French-speaking entrepreneurs and small businesses looking to automate their processes with n8n and AI tools like Claude
- roles: automation
- seniority: practitioner
- pain_points: Finding ready-to-use n8n templates for AI agents, Integrating Claude and other AI tools into business workflows, Creating voice agents or video automations without coding, Getting concrete roadmaps for deploying AI automation
- posts_analysed: 27
- confidence: 0.6

## 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: profile_shape_only
- credibility_score: 57
- 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
- [tiktok_mats.automation#c8d5992c] Qui a vu l’orage derrière ? #n8n #ia #intelligenceartificielle #automatisation #automatisationia (https://www.tiktok.com/@mats.automation)
- [tiktok_mats.automation#1f4183c0] Everything In Its Right Place
- [tiktok_mats.automation#8e25ba2b] It is a becoming a big trend on TikTok now! Click here: n8n
- [tiktok_mats.automation#5e62d249] Check out Mats | Automatisation IA’s video! #TikTok >
- [tiktok_mats.automation#53e19f68] 🚀Créer des vidéos VEO3 en automatique ! Commente « VIDÉO » pour recevoir la template en dm !  - - - - - #veo3 #veo3video #automatisationveo3 #ia #videoia #bigfoot #bigfoottrend #veo #n8n #automatisation #agentia
- [tiktok_mats.automation#1e9b203d] original sound - luccsnjr
- [tiktok_mats.automation#83735ec3] GONE, GONE
- [tiktok_mats.automation#a4f35170] THANK YOU (I hate wasted potential)

## 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=72, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=72, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=72, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=72, 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=72, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=80, 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=0.25, freshness_days=72, 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=80, 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=80, method=platform_profile

## Freshness
- profile_checked_days_ago: 80
- content_analysed_days_ago: 72
- audience_updated_days_ago: 72

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