# TMJ | Creative Educator (@tmjcreativedesigns) on tiktok

- id: koinon:creator:tiktok_tmjcreativedesigns
- url: https://koinonlink.com/kol/tiktok/tmjcreativedesigns
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: tmjcreativedesigns
- platform_url: https://www.tiktok.com/@tmjcreativedesigns
- website: https://linktr.ee/tmjredcarpetevents
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 12667
- following: 9772
- posts_observed: 2
- 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: 0.85
- category_source: derived_from_recent_content
- topics: HTV and heat press techniques, Canva templates for custom apparel, All-over shirt design and printing, Back-to-school and graduation customization, Live design classes and giveaways
- bio: Teaching creators how to work smarter ✨
Digital design • Learning • Ease

## Audience (inferred)
- status: present
- description: Crafters and small custom apparel makers learning digital design, Canva, and heat-press/HTV printing techniques for personalized products
- roles: design
- seniority: practitioner
- pain_points: Making mistakes with HTV cutting and pressing that waste materials, Struggling to start and finish custom design projects without getting stuck, Finding easy templates and workflows for seasonal items like graduation and back-to-school, Scaling from hobby to selling custom shirts and party favors
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 30
- authenticity_basis: profile_shape_only
- credibility_score: 30
- 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_tmjcreativedesigns#9ca85f80] 🎓✨ Custom Graduation Skirt Sets! ✨🎓 Because senior year deserves a look as iconic as you! Celebrate your big moment in a custom sweatshirt and skirt set designed for grads who want to stand out in style. Perfect for senior pics, graduation parties, and stepping into your next c (https://www.tiktok.com/@tmjcreativedesigns)
- [tiktok_tmjcreativedesigns#8c249826] original sound - x_stillnotworthit_x
- [tiktok_tmjcreativedesigns#c5eb5dbe] It is a becoming a big trend on TikTok now! Click here: seniorstyle
- [tiktok_tmjcreativedesigns#b8e846a9] Check out TMJ | Creative Educator’s video! #TikTok >
- [tiktok_tmjcreativedesigns#e241e602] 4 Ways to Keep Your

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=101, 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=76, 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=101, 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=101, method=platform_profile

## Freshness
- profile_checked_days_ago: 101
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

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