# ゆうと｜40代からのAIx在宅ワーク (@yuuto_ai_fukugyo) on tiktok

- id: koinon:creator:tiktok_yuuto_ai_fukugyo
- url: https://koinonlink.com/kol/tiktok/yuuto_ai_fukugyo
- schema_version: 1.4

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

## Reach
- followers: 5898
- following: 40
- posts_observed: 1
- 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副業, AI活用による業務効率化, 在宅ワーク術, 副業初心者向けヒント
- bio: 〝生活を変えたい〟
のならココ見てみ！
\AI活用術＆フク業術〟を発言／
▪実績者800名超
▪️フク業に失敗 →AIで月20確立

## Audience (inferred)
- status: present
- description: 40-year-old beginner looking to start a side hustle using AI to enable remote work and increase monthly income
- roles: general_ai
- seniority: learner
- pain_points: Don't know where to start with side hustles, Don't understand how to actually use AI tools, Looking for realistic income sources that can coexist with a full-time job, Seeking trustworthy methods after past failed attempts
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 41
- authenticity_basis: profile_shape_only
- credibility_score: 41
- 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_yuuto_ai_fukugyo#386be0df] AIは「使う」だけでなく、 仕事の進め方そのものを 変える段階へ。 調べる、書く、まとめる。 これまで自分でしていた作業を AIに任せれば、 仕事を効率化できます。 まずは1つ 今の仕事にAIを取り入れる ところから。 AI副業のヒントなら フォロー👇 @yuuto_ai_fukugyo #AI副業 #副業初心者 #在宅ワーク (https://www.tiktok.com/@yuuto_ai_fukugyo)
- [tiktok_yuuto_ai_fukugyo#58474211] Miracle Shot (報道ステーション スポーツテーマ)
- [tiktok_yuuto_ai_fukugyo#6822b3fb] It is a becoming a big trend on TikTok now! Click here: ai副業
- [tiktok_yuuto_ai_fukugyo#edb25665] Check out ゆうと｜40代からのAIx在宅ワーク’s video! #TikTok >

## 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=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, 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=59, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=59, 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=59, 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=59, 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=59, method=platform_profile

## Freshness
- profile_checked_days_ago: 59
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

## AI retrieval
- indexing_requests: 9
- 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_yuuto_ai_fukugyo
- Request removal: https://koinonlink.com/claim?k=tiktok_yuuto_ai_fukugyo
- Terms: https://koinonlink.com/for-ai