# BADWorldDesigns (@badworlddesigns) on tiktok

- id: koinon:creator:tiktok_badworlddesigns
- url: https://koinonlink.com/kol/tiktok/badworlddesigns
- schema_version: 1.4

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

## Reach
- followers: 12395
- following: 714
- posts_observed: 1
- verified: false
- size_tier: koc

## 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: dtc_brand
- category_confidence: 0.88
- category_source: derived_from_recent_content
- topics: 3D printed supplies and alphabet beads, Acrylic blanks and sublimation products, Custom keychains and fidget items, Small business product displays and packaging, Seasonal/Halloween craft ideas
- bio: Small biz acrylic & 3D printed supplies
📍El Paso, TX
Use code TTTen for 10% off!

## Audience (inferred)
- status: present
- description: Small business owners and makers who run crafting/3D printing side hustles, especially those selling personalized keychains, desk accessories, and acrylic items
- roles: ecom_ops
- seniority: decision_maker
- pain_points: Spending hours guessing laser/3D printer settings for different materials, Finding consistent, high-quality blanks and 3D printed components in bulk, Creating professional-looking displays and packaging for market stalls or online shops, Sourcing unique, customizable parts (beads, keycaps, holders) that stand out
- 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: 45
- authenticity_basis: profile_shape_only
- credibility_score: 45
- flagged_for_review: false
- koinon_bd_grade: B — 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_badworlddesigns#7309af00] One of my favorite parts of this project? Not having to play the “what settings do I use?” guessing game. 🙌 With the PINK @WeCreat_official Vista 10W and the predetermined cut settings saved in MakeIt Studio, I can spend more time actually MAKING the project and less time sacrif (https://www.tiktok.com/@badworlddesigns)
- [tiktok_badworlddesigns#aa4fdab3] Aesthetic
- [tiktok_badworlddesigns#f5dd26e1] It is a becoming a big trend on TikTok now! Click here: wecreat
- [tiktok_badworlddesigns#53020ca3] Check out BADWorldDesigns’s video! #TikTok >
- [tiktok_badworlddesigns#9e70849c] POV: You got a duplicate Hello Kitty x Godzilla

## 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=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=62, 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=62, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=62, 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=62, 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=62, 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=62, method=platform_profile

## Freshness
- profile_checked_days_ago: 62
- content_analysed_days_ago: 62
- audience_updated_days_ago: 62

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