# Robin | 20k avant GTA VI (@robinnat) on tiktok

- id: koinon:creator:tiktok_robinnat
- url: https://koinonlink.com/kol/tiktok/robinnat
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: robinnat
- platform_url: https://www.tiktok.com/@robinnat
- website: https://20kavant.fr
- country: France
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 5085
- following: 253
- posts_observed: 1
- verified: false
- size_tier: nano

## 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: 0.95
- category_source: derived_from_recent_content
- topics: Claude Code et agents IA pour le développement, Build in public d'apps iOS, Outils IA (Fable 5, GPT, NotebookLLM, Hermes), Indie hacking et MRR, Setup dev et productivité avec l'IA, Problèmes App Store et monétisation
- bio: 20K de MRR avant la sortie de GTA VI 💵 🎮

## Audience (inferred)
- status: present
- description: Indie hackers and solo developers (mainly francophones) building iOS/SaaS apps with AI
- roles: dev
- seniority: practitioner
- pain_points: Quickly integrate Claude Code / AI agents into their Xcode workflow without breaking everything, Keep up with the ultra-fast evolution of models and tools (Fable 5, GPT, etc.), Go from idea to build + App Store in a few days while working alone, Achieve meaningful MRR before giving up or getting left behind
- posts_analysed: 81
- confidence: 0.9

## 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: 40
- authenticity_basis: profile_shape_only
- credibility_score: 40
- 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
- [tiktok_robinnat#e4e11023] Des icônes magnifiques style Airbnb pour ton app (https://www.tiktok.com/@robinnat)
- [tiktok_robinnat#af628a09] original sound - robinnat
- [tiktok_robinnat#ffb71d60] Check out Robin | 20k avant GTA 6’s video! #TikTok >
- [tiktok_robinnat#97cc4a06] 20k de MRR avant la sortie de GTA VI 💵🎮 Lien du défi dans la bio
- [tiktok_robinnat#f7e5dff2] Coffee & Vinyl
- [tiktok_robinnat#b84862e2] Comment installer Claude Code sur Visual Studio Code. 🧑‍💻  #claudecode #setupdev #ai #visualstudiocode #tuto
- [tiktok_robinnat#261db7f5] It is a becoming a big trend on TikTok now! Click here: claudecode
- [tiktok_robinnat#6c226f3a] 2 erreurs que j’ai faites avec Hermes Agent

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=74, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=74, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=74, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=74, 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=74, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=97, 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=74, 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=97, 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=97, method=platform_profile

## Freshness
- profile_checked_days_ago: 97
- content_analysed_days_ago: 74
- audience_updated_days_ago: 74

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