# bevscraftystudio (@bevscraftystudio) on tiktok

- id: koinon:creator:tiktok_bevscraftystudio
- url: https://koinonlink.com/kol/tiktok/bevscraftystudio
- schema_version: 1.0

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

## Reach
- followers: 296418
- following: 583
- posts_observed: 1
- verified: false
- size_tier: kol

## Engagement
- unit_note: engagement_rate is a ratio (0-1); the interaction fields are absolute counts.

## Content
- category: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: UV DTF sticker/decals production and applications, Printer comparisons and upgrades (Mutoh, Roland, Haolic), Sublimation and vinyl crafting tutorials, Small business order fulfillment and customer service, Transitioning from hobby crafting to full print shop operati

## Audience (inferred)
- status: present
- description: Small business owners and solo crafters running custom sticker/decals printing services, focused on UV DTF, vinyl, and sublimation products for resale
- roles: ecom_ops
- seniority: practitioner
- pain_points: Limited by old equipment like Cricut or StarCraft cutters when scaling sticker size/volume, Choosing between expensive wide-format printers (Mutoh vs Roland) without clear ROI data, Balancing daily order fulfillment with personal life (new baby, maternity leave), Learning printer setup, design prep, and new techniques like UV DTF without formal training
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- credibility_score: 58
- grade: B
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [tiktok_bevscraftystudio#p0] ✨ WHAT ARE UV DTF STICKERS? ✨ You’ve probably heard me talk about UV DTF stickers/decals… but what exactly are they? 👀 UV DTF stands for “Ultraviolet Direct-to-Film.” 💡 Unlike regular vinyl stickers, UV DTF designs are printed using UV ink directly onto a special film and cured (https://www.tiktok.com/@bevscraftystudio)

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=30, method=follower_growth_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=30, method=platform_profile

## Freshness
- profile_checked_days_ago: 30
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_bevscraftystudio
- Request removal: https://koinonlink.com/claim?k=tiktok_bevscraftystudio
- Terms: https://koinonlink.com/for-ai