# Olivier (@O_li_vier) on youtube

- id: koinon:creator:youtube_o_li_vier
- url: https://koinonlink.com/kol/youtube/O_li_vier
- schema_version: 1.4

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

## Reach
- followers: 23900
- posts_observed: 3
- 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: 0.94
- category_source: derived_from_recent_content
- topics: Claude AI features, prompting, and advanced usage, No-code app building and AI agents, Career leverage and staying employable in the AI era, Solopreneurship and making money with AI, AI impact on jobs, SaaS models, and the creator economy
- bio: AI, business, learning and career leverage for people trying to stay useful in a world where work is changing fast. I break down ...

## Audience (inferred)
- status: present
- description: Professionals and aspiring solopreneurs seeking to use AI tools like Claude to stay relevant, build apps/products without coding, and launch one-person businesses in a changing job market
- roles: general_ai
- seniority: practitioner
- pain_points: Fear of AI displacing their jobs or making their skills obsolete, Struggle to quickly learn and apply advanced AI tools like Claude Code without technical background, Difficulty turning AI knowledge into real products, revenue, or a sustainable solo business, Uncertainty about which AI models and workflows actually deliver results versus hype
- posts_analysed: 48
- confidence: 0.75

## 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: 49
- authenticity_basis: profile_shape_only
- credibility_score: 49
- 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
- [youtube_o_li_vier#2b8c7c06] 7 tips to prompt AI like a Pro (https://www.youtube.com/@O_li_vier)
- [youtube_o_li_vier#18418555] The Dirty AI lie : How the GREATEST bet in human history started to crack in June 2026?
- [youtube_o_li_vier#4d05eb23] 3 Claude Cowork Features That Will Change How You Use It
- [youtube_o_li_vier#2fcc67df] How AI Agents Actually Work
- [youtube_o_li_vier#977dda1c] Is Copilot Better than Claude?
- [youtube_o_li_vier#c89eb181] 7 Free Courses From Harvard, Yale, and MIT (No Tuition Required)
- [youtube_o_li_vier#8201d3ec] Anthropic's Free Claude AI Learning Path (19 Free Courses)
- [youtube_o_li_vier#ed675b2b] How to win in life

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=80, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=80, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=80, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=82, 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=80, 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=82, 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=82, method=platform_profile

## Freshness
- profile_checked_days_ago: 82
- content_analysed_days_ago: 80
- audience_updated_days_ago: 80

## AI retrieval
- indexing_requests: 10
- 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_o_li_vier
- Request removal: https://koinonlink.com/claim?k=youtube_o_li_vier
- Terms: https://koinonlink.com/for-ai