# GangFX DTF Gang Sheet Builder (@gangfxdtf) on tiktok

- id: koinon:creator:tiktok_gangfxdtf
- url: https://koinonlink.com/kol/tiktok/gangfxdtf
- schema_version: 1.4

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

## Reach
- followers: 2600
- posts_observed: 1
- 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: dtc_brand
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: DTF gang sheet building, Design effects and AI generation, Vectorizing and image processing, Heat press and transfer tips, T-shirt business and Etsy selling
- bio: The only app made for t-shirt printers.
Easy to use DTF gang sheet builder with built in effects, color knockout, Ai Gen, and more.

## Audience (inferred)
- status: present
- description: Small t-shirt printing business owners, Etsy sellers, and heat press/DTF operators running side hustles or small shops
- roles: ecom_ops
- seniority: practitioner
- pain_points: Manually vectorizing PNGs to SVGs is slow and tedious, Relying on Photoshop for color knockout and effects is expensive and complex, Creating multiple design variations from one source takes too long, Workflow from design to gang sheet to print is inefficient on mobile or without specialized tools
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 36
- authenticity_basis: profile_shape_only
- credibility_score: 36
- 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_gangfxdtf#e6e1f6c6] Color knockout is a common way to make tshirt designs feel better and last longer. Up until now, you've needed to use Photoshop. Now, GangFX takes care of it for you in a few clicks #tshirtprinting #dtftransfers #tshirtbusiness #heatpress #whitetonerprinting (https://www.tiktok.com/@gangfxdtf)
- [tiktok_gangfxdtf#1735bdaa] original sound - gangfxdtf
- [tiktok_gangfxdtf#464fd721] It is a becoming a big trend on TikTok now! Click here: tshirtprinting
- [tiktok_gangfxdtf#8656f7e6] Check out GangFX DTF Gang Sheet Builder’s video! #TikTok >
- [tiktok_gangfxdtf#6b7e645e] Search:
- [tiktok_gangfxdtf#4326e518] gangfx dtf gang sheet builder
- [tiktok_gangfxdtf#26a2ec6d] It's sooooo easy! Seriously, I'm doing these while my kids play in the backyard. No complicated tools like photoshop required! #dtftransfers #heatpress #heattransfer #tshirtprinting #tshirteffects
- [tiktok_gangfxdtf#1dcb15c2] This is how you can make trending designs fast for your Etsy store or tshirt business #tshirtprinting #etsyseller #dtfprinting #dtftran

## 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=60, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=60, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=60, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=60, 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=60, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=60, 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=60, 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=60, 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=60, method=platform_profile

## Freshness
- profile_checked_days_ago: 60
- content_analysed_days_ago: 60
- audience_updated_days_ago: 60

## AI retrieval
- indexing_requests: 11
- 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_gangfxdtf
- Request removal: https://koinonlink.com/claim?k=tiktok_gangfxdtf
- Terms: https://koinonlink.com/for-ai