Course Decode는 월간 방문 0, 전월 대비 성장률 0%, 무료 가격 모델을 기록합니다. Fluenta는 월간 방문 2,683, 성장률 +35.9%, 무료+유료 가격 모델을 기록합니다.
Course Decode is a free web tool that searches large samples of public LinkedIn profiles to show what graduates of a given degree actually do for work. Search a degree, or a degree at a specific college, and it returns a relevance score for how closely alumni careers match their field of study, along with the job types they moved into. It is designed to counter optimistic university marketing by grounding career decisions in observed outcomes.

Fluenta is a startup idea validation service that grades any business concept with a Launch Readiness Score built from continuously refreshed public market data. Instead of relying on a model's opinion, it pulls demand, pain, competition, money, funding and urgency signals from hundreds of sources and turns them into a single 0-100 number you can act on.
| 항목 / 지표 | ![]() | |
|---|---|---|
| 공식 도메인 | coursedecode.com | fluenta.space |
| 가격 모델 | 무료 | 무료+유료 |
| 월간 방문 수 | 0 (0) | 2.68천 (2,683) |
| 전월 대비 트래픽 변화량 | 0 (0%) | +709 (+35.9%) |
| 주요 시장 및 점유율 | 🌐 글로벌 (—) | 🇺🇸 미국 (65.5%) |
| 월 직접 방문 수 | 0 | 1.05천 |
| 사용자 평점 | 4.3 | 4 |
| 지원 플랫폼 | 웹사이트 | 웹사이트 |
Course Decode is a free web tool that searches large samples of public LinkedIn profiles to show what graduates of a given degree actually do for work. Search a degree, or a degree at a specific college, and it returns a relevance score for how closely alumni careers match their field of study, along with the job types they moved into. It is designed to counter optimistic university marketing by grounding career decisions in observed outcomes.
Enter any bachelor's degree and instantly see the range of occupations its graduates actually hold, based on 349,996 analysed LinkedIn profiles.
Narrow the analysis to a specific university to see whether outcomes differ between institutions for the same subject.
Every career receives a 0–100 score built from a duration-weighted average of how relevant each job was to the person's degree.
Job classifications are generated by an AI model that labels each role as directly relevant, somewhat related or unrelated to the degree.

Fluenta is a startup idea validation service that grades any business concept with a Launch Readiness Score built from continuously refreshed public market data. Instead of relying on a model's opinion, it pulls demand, pain, competition, money, funding and urgency signals from hundreds of sources and turns them into a single 0-100 number you can act on.
Every idea receives a 0-100 score spanning demand, pain, competition, monetization, funding momentum and urgency, so you can compare concepts on one scale.
Hundreds of public sources are re-read daily, including funding rounds, search volume, purchase-intent share and community complaints.
Reports name direct, marketplace and content competitors and describe the dominant acquisition channel, helping you judge whether a wedge is realistic.
Submit a concept you already have and get the same pillar-by-pillar breakdown plus cited evidence instead of a generic verdict.

Semantic Scholar is a free, non-commercial academic search engine built by the Allen Institute for AI (Ai2). It indexes more than 240 million papers from every field of science and uses machine learning to extract meaning from abstracts, citations, figures and tables, so researchers find relevant work faster than with keyword-only search.
Semantic Scholar is a free, non-commercial academic search engine built by the Allen Institute for AI (Ai2). It indexes more than 240 million papers from every field of science and uses machine learning to extract meaning from abstracts, citations, figures and tables, so researchers find relevant work faster than with keyword-only search.
학술 문헌을 시각적 관계 그래프로 탐색

무료 / 오픈소스OSS Insight is a free analytics platform that turns more than ten billion GitHub events into dashboards, rankings and comparisons for repositories, developers and organizations. It also covers the fast-moving world of AI agents, LLM tooling and MCP servers.
무료 / 오픈소스OSS Insight is a free analytics platform that turns more than ten billion GitHub events into dashboards, rankings and comparisons for repositories, developers and organizations. It also covers the fast-moving world of AI agents, LLM tooling and MCP servers.
스타트업 아이디어, 솔루션, 리서치 보고서를 몇 초 만에 생성
글로벌 수출입 데이터, 선하증권 기록, 무역 분석을 한 플랫폼에서
100만 건 이상의 실제 사용자 불만에서 검증된 창업 아이디어를 캐냅니다

ValidatorAI (often called "Val") is a free AI startup advisor that scores your business idea in under a minute, analyses the competition, suggests target customers and tells you the next concrete step. It is built on behavioural data from more than 300,000 founder sessions, so the guidance reflects what actually moves founders from idea to action.
ValidatorAI (often called "Val") is a free AI startup advisor that scores your business idea in under a minute, analyses the competition, suggests target customers and tells you the next concrete step. It is built on behavioural data from more than 300,000 founder sessions, so the guidance reflects what actually moves founders from idea to action.