# トラ先生 | 生成AI活用 (@toraaimaster) on tiktok

- id: koinon:creator:tiktok_toraaimaster
- url: https://koinonlink.com/kol/tiktok/toraaimaster
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: toraaimaster
- platform_url: https://www.tiktok.com/@toraaimaster
- website: https://ijiqgblc.autosns.app/addfriend/s/qL6Ndz5Psa/@097emkbq
- country: Japan
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 6973
- following: 1
- 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: software
- subcategory: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI图像/视频生成技巧, 病毒式TikTok趋势复现, 实用提示词模板, 初学者AI工具推荐, 特定风格图片制作方法
- bio: ◾︎初心者でも使えるAI活用術を発信
◾︎TikTokスクールAI担当講師
⬇︎⬇︎以下をタップした先で『キーワード』をお送りください⬇︎⬇︎

## Audience (inferred)
- status: present
- description: TikTok beginners and content creators looking to quickly produce viral images and short videos using generative AI
- roles: content
- seniority: learner
- pain_points: Struggling to write effective prompts for trending visuals, Unable to keep up with TikTok viral trends due to lack of tools, Want to use AI for content but don’t know the step-by-step process, Hard for average users to replicate high-performing AI video results
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 42
- authenticity_basis: profile_shape_only
- credibility_score: 42
- 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_toraaimaster#3dd974c5] 世界中で流行りまくってるマーメイドに変身する動画✨️ 実は簡単に作れます...!! #ai活用 #aiツール #disney #マーメイド (https://www.tiktok.com/@toraaimaster)
- [tiktok_toraaimaster#b89f847e] Under The Sea
- [tiktok_toraaimaster#e6837227] It is a becoming a big trend on TikTok now! Click here: ai活用
- [tiktok_toraaimaster#155b2bc4] Check out トラ先生 | 生成AI活用’s video! #TikTok >
- [tiktok_toraaimaster#4aea731c] 「しぬしぬ界隈」の音声の作り方 #ai活用 #aiツール #生成ai #しぬしぬ界隈
- [tiktok_toraaimaster#463c2b07] Cheap and cute athletic meet classic song(1085557)
- [tiktok_toraaimaster#d9331e03] ChatGPTが『自分に対してどう思っているか』イラストにするのが大流行り...!! #生成ai #ai活用
- [tiktok_toraaimaster#6e423874] original sound - toraaimaster

## 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=58, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=58, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=58, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=58, 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=58, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=90, 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=58, 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=90, 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=90, method=platform_profile

## Freshness
- profile_checked_days_ago: 90
- content_analysed_days_ago: 58
- audience_updated_days_ago: 58

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