# Nat3dPrints (@nat3dprints) on tiktok

- id: koinon:creator:tiktok_nat3dprints
- url: https://koinonlink.com/kol/tiktok/nat3dprints
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: nat3dprints
- platform_url: https://www.tiktok.com/@nat3dprints
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2097
- following: 108
- posts_observed: 6
- 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: software
- subcategory: devtools
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: 3D printed pop culture and character models, Gaming room decor and shelves, 3D printing tutorials and techniques, Printer hardware comparisons, Model scaling and wall mounting tips

## Audience (inferred)
- status: present
- description: 3D printing hobbyists and makers who enjoy printing pop culture, gaming, and character models with a focus on practical techniques
- roles: consumer
- seniority: consumer
- pain_points: Prints warping or failing on certain materials like ABS, Difficulty scaling downloaded models to fit real-world use like masks or shelves, Choosing between 3D printer models without clear comparisons, Messy or ineffective bed adhesion methods like glue sticks and hairspray
- posts_analysed: 18
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 35
- authenticity_basis: profile_shape_only
- credibility_score: 35
- 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_nat3dprints#d2c85309] Absolutely mind-blown by how this 3D-printed Heisenberg turned out! The detail on the hat and glasses is insane. "I am the one who knocks... and prints!" 🖨️💥 ​#breakingbad #walterwhite #heisenberg #3dprinting #3dprint (https://www.tiktok.com/@nat3dprints)
- [tiktok_nat3dprints#6335d52e] original sound - voltpick
- [tiktok_nat3dprints#5a9fb741] It is a becoming a big trend on TikTok now! Click here: breakingbad
- [tiktok_nat3dprints#7a3abf30] Check out Nat3dPrints’s video! #TikTok >
- [tiktok_nat3dprints#6d12954f] Every Gamer Needs This Shelf... 🤯 🍄 Print Score: 7.1/10 This Mario-inspired brick shelf turned out awesome and completely transformed the room. The overall finish and colors came out clean, but a few imperfections kept it from scoring higher. Even so, I'm really happy with how 

## 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=53, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=53, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=53, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=53, 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=53, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=70, 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=53, 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=70, 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=70, method=platform_profile

## Freshness
- profile_checked_days_ago: 70
- content_analysed_days_ago: 53
- audience_updated_days_ago: 53

## AI retrieval
- indexing_requests: 9
- 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_nat3dprints
- Request removal: https://koinonlink.com/claim?k=tiktok_nat3dprints
- Terms: https://koinonlink.com/for-ai