# MarTec (@martecengineering) on youtube

- id: koinon:creator:youtube_martecengineering
- url: https://koinonlink.com/kol/youtube/martecengineering
- schema_version: 1.3

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

## Reach
- followers: 4950
- posts_observed: 221
- verified: false
- size_tier: nano

## 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: 0.8
- category_source: derived_from_recent_content
- topics: Tacoma trailing arm and coilover kit builds, Off-roading on trails like Rubicon and Sand Hollow, Custom truck modifications and testing, Wheeling footage and build recaps
- bio: Welcome to MarTec Engineering! Follow along with us as we build and wheel tacomas!

## Audience (inferred)
- status: present
- description: Toyota Tacoma owners and off-road enthusiasts who modify their trucks for trail wheeling and custom builds
- roles: consumer
- seniority: consumer
- pain_points: Finding reliable aftermarket kits for 1st/3rd gen Tacomas that hold up on tough trails, Dealing with common failures like wheel bearings or 2WD limitations during off-roading, Sourcing quality wheels, tires, and suspension upgrades for rock crawling and sand runs
- posts_analysed: 40
- 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: 40
- authenticity_basis: profile_shape_only
- credibility_score: 40
- 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_martecengineering#a097097b] The overlanders are evolving (https://www.youtube.com/@martecengineering)
- [youtube_martecengineering#f537ccf4] Who can guess what our next video is about 😂
- [youtube_martecengineering#c6e54696] March 10, 2026
- [youtube_martecengineering#ffdafabf] Fordyce winch hill 3 #martecengineering
- [youtube_martecengineering#04224833] Fordyce kit testing #martectacomakit #martecengineering
- [youtube_martecengineering#5a7fa6ba] Solid axle kit testing. #martecengineering
- [youtube_martecengineering#e01c83e2] Cruising out of rubicon #martecengineering
- [youtube_martecengineering#0e9b967d] 1st gen Tacoma trailing arm kit! #martecengineering

## 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=16, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=16, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=16, 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=1, 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=1, 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=1, method=platform_profile

## Freshness
- profile_checked_days_ago: 1
- content_analysed_days_ago: 0
- audience_updated_days_ago: 16

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