# John Lee (@john_lee_official) on youtube

- id: koinon:creator:youtube_john_lee_official
- url: https://koinonlink.com/kol/youtube/john_lee_official
- schema_version: 1.2

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

## Reach
- followers: 84400
- posts_observed: 1
- 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: 0.98
- category_source: derived_from_recent_content
- topics: AI side hustles and money-making models, Claude AI prompts, features and workflows, AI tools for content creation (YouTube, Instagram), High-value AI skills for 2026, AI for job search and career survival
- bio: I just created a brand new Youtube channel here https://www.youtube.com/@johnleesuccess.

## Audience (inferred)
- status: present
- description: Aspiring side hustlers and freelancers seeking to monetize AI tools like Claude for income without coding or big budgets
- roles: general_ai
- seniority: learner
- pain_points: Unsure which AI skills actually pay or businesses want, Struggling to start profitable AI side hustles from scratch, Creating content/websites that look generic or low-quality with AI, Fear of AI replacing jobs and needing new income streams
- posts_analysed: 40
- confidence: 0.75

## 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: 56
- authenticity_basis: profile_shape_only
- credibility_score: 56
- 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_john_lee_official#43857411] 5 Hidden Claude Features You’re Probably Missing (https://www.youtube.com/@john_lee_official)
- [youtube_john_lee_official#9bbd64e2] 5 AI Opportunities You Can Start With Just a Laptop
- [youtube_john_lee_official#47a76ac7] Your AI Prompts Could Be Worth Real Money
- [youtube_john_lee_official#57f1a0e7] The AI Skill Businesses Actually Want
- [youtube_john_lee_official#a9f6b06a] AI Is Creating a New Way to Make Money Online
- [youtube_john_lee_official#c1b6ec9f] The Secret Business Model Behind Mr Beast
- [youtube_john_lee_official#3a2fcf6a] Your 2026 AI Toolkit Is Here
- [youtube_john_lee_official#a072f2e1] The Biggest Mistake Entrepreneurs Make

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=2, 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=0, 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=2, 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=2, method=platform_profile

## Freshness
- profile_checked_days_ago: 2
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_john_lee_official
- Request removal: https://koinonlink.com/claim?k=youtube_john_lee_official
- Terms: https://koinonlink.com/for-ai