# Anthony V (@anthonyvanvolkinburg) on tiktok

- id: koinon:creator:tiktok_anthonyvanvolkinburg
- url: https://koinonlink.com/kol/tiktok/anthonyvanvolkinburg
- schema_version: 1.4

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

## Reach
- followers: 4264
- following: 143
- 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: ecommerce
- subcategory: supply
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: 3D printing business setup and equipment, Side hustle income and monetization strategies, What to print and sell for profit, Beginner resources and mistake avoidance, Custom fabrication and shop operations
- bio: Owner of Prince Fabrication.

## Audience (inferred)
- status: present
- description: Aspiring 3D printing side hustlers and small fabrication shop owners looking to start or scale a business from home/garage
- roles: none
- seniority: learner
- pain_points: Not knowing which products actually sell for profit, Choosing the right printers and filament without wasting money, Avoiding common startup mistakes that cost time and revenue, Figuring out how to market and get orders beyond just owning a printer
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 39
- authenticity_basis: profile_shape_only
- credibility_score: 39
- 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_anthonyvanvolkinburg#c7c07b52] Everyone always asks me what machines we use in our business. We’ve stick to the Bambu line of printers. A1 mini, and p1p. We’ve been in business for over five years in a small shop in my garage. We make enough to support my family (3 kids and my wife, a stay at home mom) follow  (https://www.tiktok.com/@anthonyvanvolkinburg)
- [tiktok_anthonyvanvolkinburg#f1e90b8a] are you ready?
- [tiktok_anthonyvanvolkinburg#11baebf1] Check out Anthony V’s video! #TikTok >
- [tiktok_anthonyvanvolkinburg#e7e70f11] How I made over $237,000 in one year
- [tiktok_anthonyvanvolkinburg#6b7e645e] Search:
- [tiktok_anthonyvanvolkinburg#3d7140bd] how to create models to 3d print
- [tiktok_anthonyvanvolkinburg#efbe7505] I’m sure that somebody else already does this. But I think this is a great opportunity for one off and bulk orders.  ##howtomakemoneyonline##sidemoney##sidehustleidea##3dprinting##ideas
- [tiktok_anthonyvanvolkinburg#612a8726] Funky Lo-fi Vides (P-funk Jazz)

## 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=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=57, 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=57, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=85, 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=57, 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=85, 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=85, method=platform_profile

## Freshness
- profile_checked_days_ago: 85
- content_analysed_days_ago: 57
- audience_updated_days_ago: 57

## AI retrieval
- indexing_requests: 5
- 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_anthonyvanvolkinburg
- Request removal: https://koinonlink.com/claim?k=tiktok_anthonyvanvolkinburg
- Terms: https://koinonlink.com/for-ai