# 돈미새 (@cso6709) on x

- id: koinon:creator:x_cso6709
- url: https://koinonlink.com/kol/x/cso6709
- schema_version: 1.4

## Identity
- platform: x
- handle: cso6709
- platform_url: https://twitter.com/cso6709
- website: https://litt.ly/cso6709
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2016
- following: 672
- posts_total: 11881
- posts_observed: 1
- posts_per_day: 6.586
- account_age_days: 1804
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00347
- best_post_interactions: 7
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: AI-powered content creation, Side income via AI collaboration, Monetizing AI tools and prompts, AI for game localization and translation, Leverage and financial strategy in AI work
- bio: AI creator
중요한자료는 하이라이트

Collaboration:DM✉️

## Audience (inferred)
- status: present
- description: South Korean indie creators and side-hustle seekers using AI tools for content and income generation
- roles: content
- seniority: practitioner
- pain_points: Struggling to find profitable AI use cases that convert to real income, Frustrated by lack of clear, actionable strategies for leveraging AI in creative work, Overwhelmed by the fast pace of AI tool updates and unclear monetization paths
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.8
- open_to_collaboration: true
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 64
- authenticity_basis: engagement_observed
- credibility_score: 64
- flagged_for_review: false
- koinon_bd_grade: A — 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
- [x_cso6709#785bb093] 힉스필드에서 24시간동안 Seedance 2.5 출시를 기념해서 Seedance 2.0을 기존고객과 무료고객들이 사용할수 있도록 기능을 열어줬네요 최대 10초까지 생성이 가능하고, 프롬포트나 영상은 public하게 공유되는 것을 원칙으로 합니다 원래 4K로 Seedance 2.0 돌리려면 굉장히 비쌌는데 이번기회에 다들 사용해보시죠! https://t.co/DYEYoyvwBI (https://twitter.com/cso6709/status/2063174483272192023)
- [x_cso6709#3d963a94] 아무도 몰랐던 쪼리신는 진짜방법 https://t.co/z3JkMrvokY
- [x_cso6709#6023f458] AI한테 물어본 레버리지 규제(안) 나: 이거 쉽게 설명해줘 AI 답변: 떨어질떈 2배 오를떈 1.1배짜리 상품이네요 https://t.co/XFGopBoD1m
- [x_cso6709#3f86d0f8] 7월 부업수익 복기 X수익: 30달러 AI 협업 수익 3건: 120달러 AI 협업 툴 토큰제공: 100달러 상당 이번달엔 더 많은 기회를 얻을수있기를 !
- [x_cso6709#413b521d] 레버리지 살려주세요: OCN https://t.co/Brbls7CyiA
- [x_cso6709#8d6ab0ac] AI 번역 덕분에 고전 게임 한글패치들이 쏟아져 나오고 있는 중 게임경로 지정해서 '한글패치 해줘' 하면 됨ㄷㄷ https://t.co/ZJ0q4vPute
- [x_cso6709#afb110ec] 한국에도 드디어 국가권력급 헌터 나오겠네요 https://t.co/S8ydhiVZKm
- [x_cso6709#72165de4] 직장생활 5년하고 백만장자 되는법 https://t.co/u0l4vkSWVJ

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=81, 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=81, 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=0.5, freshness_days=81, 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: 81
- audience_updated_days_ago: 21

## AI retrieval
- indexing_requests: 10
- 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=x_cso6709
- Request removal: https://koinonlink.com/claim?k=x_cso6709
- Terms: https://koinonlink.com/for-ai