# Gaëlle Helsmoortel (@gaellehelsmoortel) on youtube

- id: koinon:creator:youtube_gaellehelsmoortel
- url: https://koinonlink.com/kol/youtube/gaellehelsmoortel
- schema_version: 1.4

## Identity
- platform: youtube
- handle: gaellehelsmoortel
- platform_url: https://www.youtube.com/@gaellehelsmoortel
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3390
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Prompt engineering and optimization, AI tool testing and new browsers, Levels of AI maturity in business, Delegating tasks to AI without losing control, Making expertise visible to AI systems, Productivity with AI even offline
- bio: Tu es chef.fe d'entreprise, entrepreneur.e ou indépendant.e. Ton business tourne… mais l'opérationnel t'engloutit et l'IA te ...

## Audience (inferred)
- status: present
- description: French-speaking entrepreneurs, business owners and independents whose operations overwhelm them and who want to integrate AI into their daily work
- roles: general_ai
- seniority: decision_maker
- pain_points: Operational tasks swallowing all their time, AI prompts that stop working or produce poor results, Uncertainty about what can safely be delegated to AI, Difficulty staying visible and cited by AI tools
- posts_analysed: 21
- confidence: 0.6

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

## Quality signals
- authenticity_score: 38
- authenticity_basis: profile_shape_only
- credibility_score: 38
- 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
- [youtube_gaellehelsmoortel#4d7ddbe5] Ne délègue JAMAIS ça à l'IA ! (https://www.youtube.com/@gaellehelsmoortel)
- [youtube_gaellehelsmoortel#9ef8b7bf] Utiliser l'IA ≠ Générer des résultats
- [youtube_gaellehelsmoortel#a3320963] Le piège qui sabote tes prompts IA !
- [youtube_gaellehelsmoortel#5fb29d4c] 3 niveaux de maturité IA !
- [youtube_gaellehelsmoortel#0423df2f] Ton expertise ne se vend bien que si elle est visible !
- [youtube_gaellehelsmoortel#1466987c] J'ai testé ces nouveaux browsers IA - #chatgptatlas  et #perplexityai Comet
- [youtube_gaellehelsmoortel#19a9b140] Tes prompts IA ne marchent plus? 😱 Les 6 tests indispensables !
- [youtube_gaellehelsmoortel#e292e326] 3 conseils pour optimiser tes prompts vocaux !

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=67, 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=67, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=67, 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=67, 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=67, 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=67, method=platform_profile

## Freshness
- profile_checked_days_ago: 67
- content_analysed_days_ago: 67
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 12
- 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=youtube_gaellehelsmoortel
- Request removal: https://koinonlink.com/claim?k=youtube_gaellehelsmoortel
- Terms: https://koinonlink.com/for-ai