# ラク｜ChatGPT・AI活用術 (@rakurogu) on tiktok

- id: koinon:creator:tiktok_rakurogu
- url: https://koinonlink.com/kol/tiktok/rakurogu
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: rakurogu
- platform_url: https://www.tiktok.com/@rakurogu
- website: raku-log.com/investment-expert/
- country: Japan
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4760
- following: 255
- posts_total: 10
- 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: 0.95
- category_source: derived_from_recent_content
- topics: ChatGPTプロンプト活用術, AIでショート動画・YouTubeを量産, SNSアカウント成長・コンセプト設計, 投資/NISA初心者向け解説, TikTokトレンドとバズりやすいジャンル
- bio: 無料動画で学べる新NISA講座はこちら👇

## Audience (inferred)
- status: present
- description: People who want to create content, manage social media, or mass-produce videos using AI tools (especially ChatGPT), or beginners interested in investing/NISA
- roles: content
- seniority: practitioner
- pain_points: Struggling to craft effective prompts, leading to inconsistent AI outputs, Unable to quickly come up with viral content ideas or account concepts, Don’t know how to efficiently scale video production for YouTube or TikTok, Want to start investing or using New NISA but feel overwhelmed by the amount of information and don’t know where to begin
- posts_analysed: 17
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.5
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 40
- authenticity_basis: profile_shape_only
- credibility_score: 40
- 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_rakurogu#9e9ae946] 投資に興味を持った情弱の末路がヤバすぎる… #猫ミーム #投資 #AI / original sound - rakurogu / 『TikTok上半期トレンド大賞2024』ノミネート発表🏆 【各ノミネートトレンドの解説を見る▶︎】https://activity.tiktok.com/magic/eco/runtime/release/66458d730630bd01d77c0b28?appType=tiktok&magic_page_no=1&lang=en&region=Default&use_spark=1 (https://www.tiktok.com/@rakurogu)
- [tiktok_rakurogu#0057dc75] 「#猫ミーム」を解説▶︎「猫ミーム」とは、喋る猫など、人間のように振る舞う猫のおもしろい動画素材を切り取り、あるあるネタなどに合わせて投稿するトレンド。猫ミームの猫を人間がマネした投稿も多く登場した。 / It is a becoming a big trend on TikTok now! Click here: 猫ミーム / Check out ラク｜ChatGPT・AI活用術’s video! #TikTok > / 新NISA月1,000円意味ない？#猫ミーム #新NISA #投資 / AI×ショート動画バズりやすいジャンル① #AI #AIツー

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=70, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=70, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=70, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=70, 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=70, 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=70, 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: 70
- audience_updated_days_ago: 70

## AI retrieval
- indexing_requests: 6
- 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_rakurogu
- Request removal: https://koinonlink.com/claim?k=tiktok_rakurogu
- Terms: https://koinonlink.com/for-ai