# Kevin Pak (@KevinPak) on youtube

- id: koinon:creator:youtube_kevinpak
- url: https://koinonlink.com/kol/youtube/KevinPak
- schema_version: 1.3

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

## Reach
- followers: 34600
- 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.85
- category_source: derived_from_discovery_path
- topics: 超跑收藏与市场动态, 从辍学到百万富翁的创业故事, 奢侈生活方式与月度开销展示, 心态/ADHD/年轻时的人生建议, 财务管理和生意决策
- bio: College Drop out to Millionaire. This is my life and I hope to teach and inspire others to create the best version of themselves.

## Audience (inferred)
- status: present
- description: young male startup enthusiasts and luxury lifestyle dreamers, primarily early-stage or action-taking audiences aiming to get rich through entrepreneurship
- roles: consumer
- seniority: learner
- pain_points: low income or business stuck in early stages, unable to afford dream supercars and mansions, lack of clear entrepreneurial roadmap and sustained motivation, easily discouraged by reality, uncertain about personal finance management or balancing life and career, confused or envious of California's lifestyle and startup ecosystem
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 51
- authenticity_basis: profile_shape_only
- credibility_score: 51
- 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_kevinpak#4dcdc7fe] POV; The Hard Work Paid Off (https://www.youtube.com/@KevinPak)
- [youtube_kevinpak#52258f05] Did we make the right choice?
- [youtube_kevinpak#7e6303e4] We Moved Near the Beach
- [youtube_kevinpak#231e50e5] Why is this happening in California?
- [youtube_kevinpak#ad7876f7] The Goal Has Never Changed
- [youtube_kevinpak#3c218728] Don't Let Beginnings Decide Your End
- [youtube_kevinpak#9b5a99af] POV: You Started Reta
- [youtube_kevinpak#4040dafe] POV: Driving My 430 Scuderia

## 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=18, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=18, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=18, 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=15, 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=15, 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=15, method=platform_profile

## Freshness
- profile_checked_days_ago: 15
- content_analysed_days_ago: 0
- audience_updated_days_ago: 18

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