# Fireball Tool (@FireballTool) on youtube

- id: koinon:creator:youtube_fireballtool
- url: https://koinonlink.com/kol/youtube/FireballTool
- schema_version: 1.4

## Identity
- platform: youtube
- handle: FireballTool
- platform_url: https://www.youtube.com/@FireballTool
- country: United States
- entity_type: creator
- person_id: koinon:person:youtube_fireballtool

## Reach
- followers: 1060000
- posts_observed: 172
- 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: devtools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Welding fixture table systems and setup methods, Vises, V-blocks and clamping accessories, Precision squares and measuring tools, Table strength, leveling and floor mounting, Tool comparisons and buying decisions
- bio: Hi, I'm Jason, welcome to my channel. I want to share my enthusiasm for tools and big iron through projects that incorporate ...

## Audience (inferred)
- status: present
- description: Welders, metal fabricators and shop owners who build or use heavy-duty welding fixture tables and precision setup tools
- roles: none
- seniority: practitioner
- pain_points: Choosing between expensive 28mm vs 5/8" welding tables and worrying about long-term compatibility, Wasting time on inaccurate setups, poor clamping or mixing imperial/metric fixtures, Dealing with stiff vises, weak table surfaces or tables that tip under heavy loads, Avoiding tool scams and deciding whether premium blocks, squares or vises are worth the cost
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.2
- 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.

## 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=82, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=82, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=82, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=7, 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=7, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=46, 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=7, 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=46, 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=46, method=platform_profile

## Freshness
- profile_checked_days_ago: 46
- content_analysed_days_ago: 7
- audience_updated_days_ago: 82

## AI retrieval
- indexing_requests: 13
- 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_fireballtool
- Request removal: https://koinonlink.com/claim?k=youtube_fireballtool
- Terms: https://koinonlink.com/for-ai