# The Detail Geek (@TheDetailGeek) on youtube

- id: koinon:creator:youtube_thedetailgeek
- url: https://koinonlink.com/kol/youtube/TheDetailGeek
- schema_version: 1.4

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

## Reach
- followers: 3970000
- posts_observed: 1
- verified: false
- size_tier: kol

## 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_discovery_path
- topics: Extreme car interior and exterior cleaning, Pressure washing and mud removal ASMR, Satisfying transformation videos, Detailing tips for wheels, headliners and plastics, Restoring neglected or dirty vehicles
- bio: Hey! I'm Mitch, The Detail Geek and on my channel I provide you with all kinds of detailing entertainment and purely satisfying ...

## Audience (inferred)
- status: present
- description: Car owners and enthusiasts who enjoy satisfying vehicle cleaning and detailing videos, including DIY hobbyists
- roles: consumer
- seniority: consumer
- pain_points: Removing stubborn mud, dirt and stains from neglected vehicles, Cleaning heavily soiled interiors like headliners, floor mats and trunks, Dealing with pet hair, smoke residue and other tough contaminants, Achieving deep clean results without professional equipment
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_thedetailgeek#58bf35f4] Pressure Washing a DIRTY Back End! (https://www.youtube.com/@TheDetailGeek)
- [youtube_thedetailgeek#befb486e] Cleaning a Gross Car Headliner!
- [youtube_thedetailgeek#ad4d4781] The Owner Couldn't Believe Her Eyes!
- [youtube_thedetailgeek#e35b2574] Getting This Floor Mat Clean Took A LOT of Effort!
- [youtube_thedetailgeek#fd7bb32d] The Inside of a Smoker's Truck
- [youtube_thedetailgeek#fbdfd1ae] When Should You Use a Steamer In Your Vehicle?
- [youtube_thedetailgeek#2b30af07] I Found a TON of Hidden Mud!
- [youtube_thedetailgeek#c548616e] This Simple Detailing Tip Will Impress Your Clients

## 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=55, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=55, 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=55, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=55, 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=55, 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=55, 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=55, method=platform_profile

## Freshness
- profile_checked_days_ago: 55
- content_analysed_days_ago: 55
- audience_updated_days_ago: 55

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