# Trent Bosch Tools (@trentboschtools) on youtube

- id: koinon:creator:youtube_trentboschtools
- url: https://koinonlink.com/kol/youtube/trentboschtools
- schema_version: 1.4

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

## Reach
- followers: 1860
- posts_observed: 2
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Woodturning techniques, Specialized woodturning tools, Tool maintenance and storage, Advanced turning accessories, Woodworking tool demonstrations, Tool selection and optimization
- bio: Welcome to the Trent Bosch Tools YouTube Channel. Trent has been turning for more than 30 years and has demonstrated his ...

## Audience (inferred)
- status: present
- description: Woodturners and woodcraft enthusiasts, mainly hobbyists and intermediate-level makers who focus on precision and tool optimization in woodturning
- roles: content
- seniority: practitioner
- pain_points: Struggling to find reliable, specialized tools for specific woodturning tasks, Having difficulty maintaining and organizing niche turning tools like stabilizers and chucks, Not knowing how to properly use advanced accessories like drum chucks and gun drill stoppers
- posts_analysed: 6
- confidence: 0.4

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

## Quality signals
- authenticity_score: 35
- authenticity_basis: profile_shape_only
- credibility_score: 35
- 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_trentboschtools#f5fcb043] Why I use two different types of tool rests when turning. Turning Tip with Trent Bosch (https://www.youtube.com/@trentboschtools)
- [youtube_trentboschtools#314ff2f1] Cool Tools with Trent Bosch: Flexible Flashlight
- [youtube_trentboschtools#c897cfbf] Quick Tip: Storing your Trent Bosch Hollowing Tool Stabilizer
- [youtube_trentboschtools#ecfb1090] Cool Tools with Trent: Air Body Saw
- [youtube_trentboschtools#864b6010] Quick Turning Tip with Trent Bosch: Drum Chucks
- [youtube_trentboschtools#b167d9d2] Trent Bosch Tools - Gun Drill Stopper Tutorial

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=0, method=llm_persona_from_recent_content
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=54, 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=42, 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=54, 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=54, method=platform_profile

## Freshness
- profile_checked_days_ago: 54
- content_analysed_days_ago: 42
- 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_trentboschtools
- Request removal: https://koinonlink.com/claim?k=youtube_trentboschtools
- Terms: https://koinonlink.com/for-ai