# Clothing Design Studio (@bigtshirtenergy) on threads

- id: koinon:creator:threads_bigtshirtenergy
- url: https://koinonlink.com/kol/threads/bigtshirtenergy
- schema_version: 1.4

## Identity
- platform: threads
- handle: bigtshirtenergy
- platform_url: https://www.threads.net/@bigtshirtenergy
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2643
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00114
- best_post_interactions: 3
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: lifestyle
- subcategory: fashion
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Women’s graphic t-shirt designs, Beach and leisure wear styling, UGC model and yogi collaborations, Connecting with fashionistas and clothing brands
- bio: Women’s Graphic T-shirt Designs
Home • Chill • Leisure • Fitness • Beach
Shop is Open ⚡️

## Audience (inferred)
- status: present
- description: Women interested in casual beach/leisure fashion and oversized graphic t-shirts, plus aspiring UGC creators and models seeking collabs
- roles: consumer
- seniority: consumer
- pain_points: Finding comfortable oversized t-shirts suitable for beach, fitness and chill wear, Securing early-stage UGC or modeling collabs with small clothing brands, Discovering niche fashion communities on Threads focused on relaxed styles
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.5
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 34
- authenticity_basis: engagement_observed
- credibility_score: 34
- 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
- [threads_bigtshirtenergy#615d4f45] Welcome to Big T-shirt Energy ⚡️ (https://www.threads.com/@bigtshirtenergy/post/DZ8Ew77jIL8)
- [threads_bigtshirtenergy#e7556de4] Women of Threads Who likes wearing a big t-shirt over their bikini on the way to the beach, and on the way home? ☀️
- [threads_bigtshirtenergy#30eeb490] We are looking for a female yogi to collaborate with on an artistic project Send a DM to discuss
- [threads_bigtshirtenergy#54cc9a6b] We are looking for a female UGC model To create a GRWM beach reel for our t-shirts DM for more info ⚡️
- [threads_bigtshirtenergy#38cc9e85] Algorithmn, please connect us with: + big t-shirt lovers + fashionistas + UGC creators + models + photographers + clothing brands We’d love to connect ⚡️
- [threads_bigtshirtenergy#8d83540a] UGC creators at the start of their journey Drop us a DM, we’d love to do a t-shirt collab ⚡️
- [threads_bigtshirtenergy#e7556de4] Women of Threads Who likes wearing a big t-shirt over their bikini on the way to the beach, and on the way home? ☀️
- [threads_bigtshirtenergy#dbb09563] We are looking for a female yogi to collaborate with on an artistic project

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=121, 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=0.5, freshness_days=77, 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=121, 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=121, method=platform_profile

## Freshness
- profile_checked_days_ago: 121
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

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