# Geometry Build (@GeometryBuild) on youtube

- id: koinon:creator:youtube_geometrybuild
- url: https://koinonlink.com/kol/youtube/GeometryBuild
- schema_version: 1.4

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

## Reach
- followers: 2730
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Hand tool joinery techniques, Wood finishing and baking walnut, Sharpening chisels and blades, Router table and planer troubleshooting, DIY jigs and clamps, Woodworking business and shop realities
- bio: Ex software engineer who does not want to stay in a warm office, have a good salary and benefits, but instead prefers bumping ...

## Audience (inferred)
- status: present
- description: DIY woodworking hobbyists and small-shop makers focused on hand tools, joinery, and custom projects
- roles: consumer
- seniority: consumer
- pain_points: Hand joinery mistakes and fixing errors, Sharpening and maintaining hand tools like chisels, Planer snipe and jig/setup issues, Material problems such as epoxy bubbles or inconsistent plywood
- 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: 37
- authenticity_basis: profile_shape_only
- credibility_score: 37
- 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_geometrybuild#dc67cf31] Order of operation #woodworking #diy #glueup (https://www.youtube.com/@GeometryBuild)
- [youtube_geometrybuild#cfc5f7f8] Glue up that gone wrong #handmadewoodworking #woodwork #diy #handtools #tools #glueup
- [youtube_geometrybuild#662cedd3] Touch to turn it on #woodwork #handmadewoodworking #woodworkingart #wood #handtools #diy #woodtools
- [youtube_geometrybuild#d31147cc] Bubbles in epoxy #woodworking #handtools #epoxy #sanding #woodworkingart #woodworkingtips
- [youtube_geometrybuild#d232718c] Wood hardener #woodworking #handtools #diy #joinery #woodworkingart #woodworkingideas
- [youtube_geometrybuild#b2229046] Who said a box must be square? #woodworkingideas #handtools #joinery #diy #woodworkingart #chisel
- [youtube_geometrybuild#b5617af2] Yep, not a 90. #woodworking #woodworkingideas #handtools #joinery #woodworkingskills #handmade
- [youtube_geometrybuild#22a2683d] You get what you pay for. #woodworking #handtools #woodworkingideas #joinery #handmade #routerplane

## 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=72, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=72, 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=72, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=100, 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=72, 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=100, 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=100, method=platform_profile

## Freshness
- profile_checked_days_ago: 100
- content_analysed_days_ago: 72
- audience_updated_days_ago: 72

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