# sheetmetalsamurai (@sheetmetalsamurai) on tiktok

- id: koinon:creator:tiktok_sheetmetalsamurai
- url: https://koinonlink.com/kol/tiktok/sheetmetalsamurai
- schema_version: 1.4

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

## Reach
- followers: 103359
- following: 87
- posts_observed: 1
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Welding and fabrication hacks, Tool modifications and hidden features, Sheet metal layout and calculations, Repairing damaged equipment, Measurement and leveling accuracy

## Audience (inferred)
- status: present
- description: Welders, sheet metal fabricators, and hands-on metalworkers in trades or serious DIY
- roles: none
- seniority: practitioner
- pain_points: Dealing with damaged or bent metal parts from accidents or heavy use, Inaccurate or outdated measurement/layout tools slowing down fabrication, Struggling with awkward clamping or spacing in tight or non-standard spots, Time-consuming manual calculations for sheet metal and gusset layouts
- posts_analysed: 25
- confidence: 0.6

## 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: 57
- authenticity_basis: profile_shape_only
- credibility_score: 57
- 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
- [tiktok_sheetmetalsamurai#ed968d77] I Turned a C-Clamp Into a Weld-On Clamp 🔥 Need to clamp something where a traditional clamp won’t fit? I modified a new C-clamp by cutting off the bottom and welding on a piece of 2x2 angle. I used a cast iron to carbon steel welding rod to make the repair. Now I’ve got a custom (https://www.tiktok.com/@sheetmetalsamurai)
- [tiktok_sheetmetalsamurai#0eb3a946] original sound - sheetmetalsamurai
- [tiktok_sheetmetalsamurai#89a72b24] It is a becoming a big trend on TikTok now! Click here: welding
- [tiktok_sheetmetalsamurai#85484a96] Check out sheetmetalsamurai’s video! #TikTok >
- [tiktok_sheetmetalsamurai#6b7e645e] Search:
- [tiktok_sheetmetalsamurai#7f23b4b7] c clamp vs g clamp
- [tiktok_sheetmetalsamurai#17befecf] How to Get a Knot Out of a Ratchet Strap 🔨 Got a knot in your ratchet strap? Don’t fight it—just softly tap the knot with a hammer and work it loose. Then I’ll show you a simple trick for securing the extra tail so it doesn’t just hang

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, 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=54, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=58, 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=54, 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=58, 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=58, method=platform_profile

## Freshness
- profile_checked_days_ago: 58
- content_analysed_days_ago: 54
- audience_updated_days_ago: 54

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