# AI_Works (@ai_works25) on tiktok

- id: koinon:creator:tiktok_ai_works25
- url: https://koinonlink.com/kol/tiktok/ai_works25
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: ai_works25
- platform_url: https://www.tiktok.com/@ai_works25
- country: South Korea
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 80562
- following: 3
- posts_total: 50
- 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: software
- category_confidence: 0.8
- category_source: derived_from_discovery_path
- topics: AI real-life anime/VTuber recreations, Hololive JP/EN/ID growth and life videos, KPop Demon Hunters fan edits, Demon Slayer and Chainsaw Man character scenes, Konosuba meme-style clips

## Audience (inferred)
- status: present
- description: Anime and VTuber fans, mainly young Hololive enthusiasts and otaku who follow AI-generated real-life edits and growth videos
- roles: consumer
- seniority: consumer
- pain_points: Lack of official real-life adaptations of 2D characters, Difficulty finding fresh fan content for specific VTubers like Suisei or Pekora, Missing viral crossovers between anime and trending music/K-pop, Wanting more visual 'growth' or daily-life style videos of favorite idols
- posts_analysed: 40
- confidence: 0.75

## 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: 64
- authenticity_basis: profile_shape_only
- credibility_score: 64
- 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_ai_works25#63e47658] [Remake] KPop Demon Hunters in Real Life (SODA POP.ver) : SAjA BOYS Jinu, Abs, Mystery, Romance, Baby! -- [TAGS] #kpopdemonhunters #sajaboys #netflix #kpop #animaion #shorts #reallife #jinu #abs #mystery #baby #sodapop #fyp #foryouu #trending #viral ##Lasguerreraskpop ##KPOPガールズデ (https://www.tiktok.com/@ai_works25)
- [tiktok_ai_works25#bb485996] Soda Pop
- [tiktok_ai_works25#8c40e9e3] It is a becoming a big trend on TikTok now! Click here: kpopdemonhunters
- [tiktok_ai_works25#ce02c07b] Check out AI_Works’s video! #TikTok >
- [tiktok_ai_works25#52b464d2] Golden
- [tiktok_ai_works25#419103a2] How It’s Done
- [tiktok_ai_works25#1fb1e1a2] Ananta Taffy in Real Life! -- [TAGS] #ananta #taffy #ananta #game #reallife #shorts #viral #foryouu #fyp #trending #無限大 #タフィー #ゲーム #무한대 #타피 #게임
- [tiktok_ai_works25#3e9beeb9] Sunshine

## 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=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=62, 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=62, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=99, 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=62, 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=99, 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=99, method=platform_profile

## Freshness
- profile_checked_days_ago: 99
- content_analysed_days_ago: 62
- audience_updated_days_ago: 62

## AI retrieval
- indexing_requests: 8
- user_triggered_requests: 2
- last_user_triggered_day: 2026-10-21
- 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_ai_works25
- Request removal: https://koinonlink.com/claim?k=tiktok_ai_works25
- Terms: https://koinonlink.com/for-ai