# KIT'S Auto and Truck Repair (@KITS_Auto_and_Truck_Repair) on youtube

- id: koinon:creator:youtube_kits_auto_and_truck_repair
- url: https://koinonlink.com/kol/youtube/KITS_Auto_and_Truck_Repair
- schema_version: 1.2

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

## Reach
- followers: 125000
- posts_observed: 18
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Mercedes Sprinter van diagnostics and repairs, Ford Powerstroke diesel engine issues, Common trouble codes and sensor problems, Intake manifold, EGR, and turbo related failures, Customer vehicle repairs and shop stories
- bio: Hello Everyone! Welcome to KIT'S Auto and Truck Repair Channel! My Name is Deo Kitoko, I grew up in the automotive industry ...

## Audience (inferred)
- status: present
- description: Car owners and drivers, mainly individuals with Mercedes Sprinter vans, Ford Powerstroke trucks, and other common passenger vehicles who encounter mechanical breakdowns or need repairs
- roles: consumer
- seniority: consumer
- pain_points: Vehicle suddenly breaking down far from home or on trips, Hard-to-diagnose issues like oil leaks, misfires, or limp mode after repairs, Failing emissions tests or dealing with DEF/EGR related problems on diesels, Steering, transmission, or starting problems that require dropping major components
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- 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_kits_auto_and_truck_repair#494deb44] Ford Powerstroke 6.0L almost impossible to find Oil leak after turbo replacement #ford (https://www.youtube.com/@KITS_Auto_and_Truck_Repair)
- [youtube_kits_auto_and_truck_repair#c2824887] Another Happy Customer! He’s From New York but his Sprinter Van Broke Down in Maryland
- [youtube_kits_auto_and_truck_repair#d8538122] How to Clear Service B Exceeded Message on a 2019 Mercedes Benz GLA250 #mercedesbenz
- [youtube_kits_auto_and_truck_repair#bea21b65] Another Happy Customer! We Take Care of Our Customers and Our Customers Take Care of US, #customer
- [youtube_kits_auto_and_truck_repair#201661fd] Ford F150 Fails the Emissions Test due to Evap Codes! Can we fix it?
- [youtube_kits_auto_and_truck_repair#b62c2388] Transmission doesn’t change gears on Sprinter Van! What’s the problem? #mercedesbenz
- [youtube_kits_auto_and_truck_repair#35fbf07d] Toyota Corolla - Long Crank Before Starting - Diag & Repair
- [youtube_kits_auto_and_truck_repair#073d83cf] Tapping

## 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=23, 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=23, 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=23, method=platform_profile

## Freshness
- profile_checked_days_ago: 23
- 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_kits_auto_and_truck_repair
- Request removal: https://koinonlink.com/claim?k=youtube_kits_auto_and_truck_repair
- Terms: https://koinonlink.com/for-ai