# 플로우 flow (@flow2395) on youtube

- id: koinon:creator:youtube_flow2395
- url: https://koinonlink.com/kol/youtube/flow2395
- schema_version: 1.4

## Identity
- platform: youtube
- handle: flow2395
- platform_url: https://www.youtube.com/@flow2395
- country: South Korea
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 9670
- 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: 0.93
- category_source: derived_from_discovery_path
- topics: AI协作工具Flow推广, 替代Notion/Slack/Jira, 降低工具成本与提升ROI, 团队任务可视化与执行力, 客户案例与效果数据, 针对代表（CEO）的痛点营销
- bio: 대한민국 No.1 AI Work Agent 플로우 ▽지금! 무료로 14일! 체험해보세요▽ https://m.site.naver.com/2bw1x.

## Audience (inferred)
- status: present
- description: Korean small and medium-sized business owners, CEOs, and team managers looking for more efficient AI-powered collaboration tools to replace multiple platforms like Notion/Slack/Jira
- roles: automation
- seniority: decision_maker
- pain_points: Using three or more tools at once leads to high costs and constant context switching, Unclear tasks and responsibilities result in poor team execution, Poor communication between headquarters, field teams, and cross-departmental units, Existing group chat tools are expensive and ineffective, wanting to reduce annual costs
- posts_analysed: 47
- confidence: 0.75

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

## Quality signals
- authenticity_score: 44
- authenticity_basis: profile_shape_only
- credibility_score: 44
- 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
- [youtube_flow2395#f9fc84a8] 회의를 실행으로 바꾸는 방법 💟 (https://www.youtube.com/@flow2395)
- [youtube_flow2395#9396fe89] Flow, you'll get the hang of it in 30 seconds 💟
- [youtube_flow2395#88fbb21f] 엑셀로 프로젝트 관리, 언제까지 하실 건가요?
- [youtube_flow2395#ce1d9888] [AI Collaboration Tool Flow] GPT + Gemini + Claude + Collaboration Tool
- [youtube_flow2395#45b02b08] 보안 걱정 없는 GPT, 협업툴과 함께 쓰세요
- [youtube_flow2395#fbf0bedd] 업무는 쌓이는데 책임이 흐려지는 조직이라면?
- [youtube_flow2395#f744a2f5] 팀이 더 커지기 전에 업무 관리 먼저 세팅하세요
- [youtube_flow2395#092ddd36] [AI협업툴 플로우] 이랜드 이노플 고객사례

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=112, 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=77, 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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## 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=youtube_flow2395
- Request removal: https://koinonlink.com/claim?k=youtube_flow2395
- Terms: https://koinonlink.com/for-ai