# VIM Tools (@vimtoolsinc) on youtube

- id: koinon:creator:youtube_vimtoolsinc
- url: https://koinonlink.com/kol/youtube/vimtoolsinc
- schema_version: 1.3

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

## Reach
- followers: 13100
- posts_observed: 152
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Professional automotive hand tools, Tool organization and storage solutions, High-performance socket wrenches and ratchets, Compact and specialty tools for tight access, Tool durability and engineering innovation, Mechanic life and workshop hacks
- bio: VIM Tools has been a brand, manufacturer, and supplier of professional automotive tools since 1931. We make premium products ...

## Audience (inferred)
- status: present
- description: Professional auto mechanics and automotive technicians who use high-performance hand tools in their daily work
- roles: ecom_ops
- seniority: practitioner
- pain_points: Need reliable, durable tools that work in tight or hard-to-reach spaces, Frustrated by poor-quality tools that break under pressure or don’t fit properly, Struggle to organize sockets and small tools efficiently on the job, Spending too much on toolboxes or accessories that don’t deliver real value
- 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: 46
- authenticity_basis: profile_shape_only
- credibility_score: 46
- 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_vimtoolsinc#61ec1f22] A tire plug kit for your air hammer? Yeah, we did that. (https://www.youtube.com/@vimtoolsinc)
- [youtube_vimtoolsinc#c98726b5] Tiny tools FTW
- [youtube_vimtoolsinc#0757aae0] The more you know✨
- [youtube_vimtoolsinc#1f7cd01a] Shake and break baby. This is part# S2BK100K
- [youtube_vimtoolsinc#90d4a7d7] DualDrive Wrenches just got an upgrade🤝
- [youtube_vimtoolsinc#3afee86d] We love gadgets like this. What do you think?
- [youtube_vimtoolsinc#84e62aa1] On the list of cool tools, the RFB400K is near the top!
- [youtube_vimtoolsinc#c7fe9f5d] This bit ratchet😚🤌🏽 #automechanic #tools #vimtools #cooltools #mechanic

## 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=20, 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=20, 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=20, method=platform_profile

## Freshness
- profile_checked_days_ago: 20
- 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_vimtoolsinc
- Request removal: https://koinonlink.com/claim?k=youtube_vimtoolsinc
- Terms: https://koinonlink.com/for-ai