# Print On Demand World (@PrintOnDemandWorld) on youtube

- id: koinon:creator:youtube_printondemandworld
- url: https://koinonlink.com/kol/youtube/PrintOnDemandWorld
- schema_version: 1.4

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

## Reach
- followers: 3870
- posts_observed: 31
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Print on Demand product ideas and customization tutorials, Printer and equipment reviews/recommendations, Selling strategies on Amazon, Zazzle, Merch by Amazon, Low-cost business startup tips for POD, Marketing and trend analysis for custom products
- bio: Official Channel of printondemandworld.com Our goal in Print On Demand World is to help you discover the wonderful World of ...

## Audience (inferred)
- status: present
- description: Print on Demand entrepreneurs and small e-commerce sellers focused on starting or scaling custom merch businesses
- roles: ecom_ops
- seniority: practitioner
- pain_points: Finding affordable and reliable printers/DTF equipment under budget, Identifying trending POD products and platforms to sell on, Marketing and selling custom items with low starting capital, Integrating POD services with Shopify or Amazon for fulfillment
- posts_analysed: 40
- 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: 39
- authenticity_basis: profile_shape_only
- credibility_score: 39
- 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_printondemandworld#2841a290] How to Personalize Coffee Mugs on Zazzle #shorts (https://www.youtube.com/@PrintOnDemandWorld)
- [youtube_printondemandworld#3350ea38] Best Print on Demand Products on Amazon #shorts
- [youtube_printondemandworld#66a09f27] Imago Cake Printer: A Honest Review #shorts
- [youtube_printondemandworld#1f8b1277] Best Sites for Custom Ember Mugs #shorts
- [youtube_printondemandworld#c158d869] How to Use the Toybox 3D Printer #shorts
- [youtube_printondemandworld#5be399a7] How to Turn Cotton into Fabric by Hand #shorts
- [youtube_printondemandworld#c4e7c0d2] How to Screen Print T-shirts on Speedball #shorts
- [youtube_printondemandworld#3ec073c3] How to Integrate Gelato with Shopify #shorts

## 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=79, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=79, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=79, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, 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=79, 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: 79
- audience_updated_days_ago: 79

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