# T-Shirt Storm Print On Demand (@Tshirtstorm) on youtube

- id: koinon:creator:youtube_tshirtstorm
- url: https://koinonlink.com/kol/youtube/Tshirtstorm
- schema_version: 1.4

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

## Reach
- followers: 2190
- posts_observed: 15
- 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: 0.95
- category_source: derived_from_recent_content
- topics: print on demand fulfillment, starting a clothing brand, DTG and screen printing processes, apparel design to customer shipping, scaling streetwear brands

## Audience (inferred)
- status: present
- description: aspiring clothing brand owners and small apparel entrepreneurs wanting to launch streetwear or custom tees via print-on-demand
- roles: ecom_ops
- seniority: learner
- pain_points: high upfront costs and equipment needs for in-house printing, managing production, labeling, and shipping logistics without inventory risk, finding reliable fulfillment partners that handle DTG/screen printing at scale, getting designs to customers quickly while building a brand from scratch
- posts_analysed: 35
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.8
- 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
- [youtube_tshirtstorm#2fd3f88a] Ep. 1: Water Resistant Windbreaker 💦 #clothingbrand #printondemand #screenprinting (https://www.youtube.com/@Tshirtstorm)
- [youtube_tshirtstorm#01c8866d] Easiest way to start your brand #clothingbrand #brandowner #streetwear
- [youtube_tshirtstorm#d0299cc8] Easiest way to print shirts #printondemand #dtgprinting #clothingbrand
- [youtube_tshirtstorm#86a36816] The details that DTG printing can get 🔍 #clothingbrand #tshirtprinting #streetwear #printondemand
- [youtube_tshirtstorm#42463a3f] Start your brand the right way! #printondemand
- [youtube_tshirtstorm#ce1b38a0] The Best Way To Start Your Brand in 2023 #dtgprinting #printondemand #dropshipping
- [youtube_tshirtstorm#1137a778] Causal Friday 💭 #printondemand
- [youtube_tshirtstorm#fde06b1c] Our Printing 🤝 Your Art #tshirtprinting #printondemand

## 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=74, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=74, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=74, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=74, 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=74, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=97, 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=74, 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=97, 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=97, method=platform_profile

## Freshness
- profile_checked_days_ago: 97
- content_analysed_days_ago: 74
- audience_updated_days_ago: 74

## AI retrieval
- indexing_requests: 8
- 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=youtube_tshirtstorm
- Request removal: https://koinonlink.com/claim?k=youtube_tshirtstorm
- Terms: https://koinonlink.com/for-ai