# Joon | AIpreneur (@aipreneur_j) on threads

- id: koinon:creator:threads_aipreneur_j
- url: https://koinonlink.com/kol/threads/aipreneur_j
- schema_version: 1.4

## Identity
- platform: threads
- handle: aipreneur_j
- platform_url: https://www.threads.net/@aipreneur_j
- website: https://calendly.com/joon-getaitopia/30min
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 15630
- posts_observed: 1
- verified: false
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.03877
- best_post_interactions: 606
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: 0.9
- category_source: derived_from_recent_content
- topics: AI-powered video content creation and distribution, Automating marketing workflows with AI agents, Optimizing AI token usage in marketing, Reusing and reverse-engineering high-quality AI outputs, Building scalable email capture funnels with AI, Practical AI prompt engineering for marketing teams
- bio: • I’m building ai cmo for marketing teams

## Audience (inferred)
- status: present
- description: Marketing professionals and agency practitioners building AI-powered marketing workflows, especially those focused on content automation and campaign optimization
- roles: ads
- seniority: practitioner
- pain_points: Struggling to scale video content production efficiently with limited resources, Finding it hard to convert short-form content into long-form assets that drive email list growth, Wasting AI tokens on inefficient or poorly structured marketing agents, Lacking access to real-world, reusable prompt templates and configurations for high-quality AI video generation
- posts_analysed: 8
- confidence: 0.4

## 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: 63
- authenticity_basis: engagement_observed
- credibility_score: 63
- 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
- [threads_aipreneur_j#79f79337] 간단한 다이어그램, 클로드+피그잼이 진짜 편해요 저는 이렇게 써요 보이스노트로 원하는 플로우를 말하면 다이어그램은 클로드가 그려줘요 덕분에 저는 로직에만 집중하면 됩니다 (https://www.threads.com/@aipreneur_j/post/DRZtWnREvVh)
- [threads_aipreneur_j#d071d9f3] AI로 비디오 배포 극대화하는 법: 1. 스크립트/자료를 팟캐스트로 만든다 2. 팟캐스트를 숏폼으로 자른다 3. 잘 나온 클립 편집한다 4. 숏폼 = TOF(유입 채널) 5. 반응 좋은 클립들 모아 롱폼으로 이어붙인다 6. 시청자를 이메일 리스트로 전환한다 7. 그 리스트로 무료 캠페인을 시작한다 콘텐츠 하나로 다섯 포맷, 하나의 퍼널. 지금 클라이언트한테 이 전략 그대로 돌리고 있어요.
- [threads_aipreneur_j#7f8fb9f3] 전세계 사업가 200명 넘게 AI 컨설팅 도왔습니다. 잘되는 사업과 정체된 사업, 완전히 다릅니다. 차이는 하나로 설명됩니다.
- [threads_aipreneur_j#14ed86a0] 텍스트로 링크드인·스레드·뉴스레터 꾸준히 해서 5만 모았습니다. 다음은 비디오. 파급력 최고는 결국 비디오. 목표: 총 백만.
- [threads_aipreneur_j#40d508d4] Higgsfield가 방금 엄청난 자료를 풀었어요. 실제로 쓴 프롬프트, 레퍼런스 파일, 설정값을 전부 무료로 공개했습니다. 그동안 "저런 퀄리티는 어떻게 뽑지?" 싶었던 영상들, 이제 그대로 복사해서 재현할 수 있어요.
- [threads_aipreneur_j#db6e2568] 아기가 생기고 아내와 단둘이 하는 첫 데이트. 예전에는 당연했던 둘만의 시간이 이제는 더 특별하고, 더 소중하게 느껴집니다. 부모가 되고 나니 평범한 순간도 오래 기억하고 싶은 추억이 되네요✨
- [threads_aipreneur_j#4d26ea5a] 🚨 넷플릭스 엔지니어가 AI 토큰 낭비를 줄이는 오픈소스를 공개했습니다. 마케팅 에이전트도 토큰부터 줄이세요. 링크:
- [threads_aipreneur_j#8b96da85] Claude Code 안에서 Kimi 3를 돌리는 스킬이 있습니다. 계획과 리뷰는 Fable이 맡고, 실제 실행은 Kimi가 처리하는 구조입니다. 링크든 댓글에 있습니다.

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=79, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 79
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 8
- user_triggered_requests: 1
- last_user_triggered_day: 2026-10-10
- 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=threads_aipreneur_j
- Request removal: https://koinonlink.com/claim?k=threads_aipreneur_j
- Terms: https://koinonlink.com/for-ai