# penemue dgart (@aistunning) on tiktok

- id: koinon:creator:tiktok_aistunning
- url: https://koinonlink.com/kol/tiktok/aistunning
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: aistunning
- platform_url: https://www.tiktok.com/@aistunning
- country: Japan
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 5285
- following: 171
- posts_total: 1061
- posts_observed: 5
- 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: entertainment
- subcategory: comedy
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: AI-generated girls, T-shirt merch with AI models, Long-form AFK AI beauty videos, AI idol / AI beauty aesthetics
- bio: AI models wearing our original design tee. share content and leave a comment!

## Audience (inferred)
- status: present
- description: AI-generated beauty content viewers, mainly young males interested in virtual models and buying AI-themed T-shirts
- roles: consumer
- seniority: consumer
- pain_points: Difficulty finding long-form compilations of high-quality AI girl visuals, Limited access to original AI-designed apparel featuring these models, Scarcity of niche AI waifu-style content on mainstream platforms
- posts_analysed: 12
- confidence: 0.4

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

## Quality signals
- authenticity_score: 48
- authenticity_basis: profile_shape_only
- credibility_score: 48
- 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_aistunning#3bac746e] 1 Hour of Beautiful AI Girls - Ultimate AFK Video https://penemuedgart.square.site/ all T-shirt beauty 1 Hour! Enjoy! with our beautiful models! #aigirl #1hour #afk #放置動画 #fyp (https://www.tiktok.com/@aistunning)
- [tiktok_aistunning#12e874c4] original sound - aistunning
- [tiktok_aistunning#d32c15e1] Moonlit Lounge
- [tiktok_aistunning#52c9230f] It is a becoming a big trend on TikTok now! Click here: aigirl
- [tiktok_aistunning#9b3e3434] Check out penemue dgart’s video! #TikTok >
- [tiktok_aistunning#b5ee3d2a] T-Shirt beauty https://penemuedgart.square.site/ #tshirt #aigirl #aiアイドル #ai美少女 #ai美女
- [tiktok_aistunning#39b07dc2] After All Human
- [tiktok_aistunning#6b7e645e] Search:

## 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=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=56, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=56, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 56
- audience_updated_days_ago: 56

## AI retrieval
- indexing_requests: 7
- 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_aistunning
- Request removal: https://koinonlink.com/claim?k=tiktok_aistunning
- Terms: https://koinonlink.com/for-ai