Hochwertige menschliche Daten für KI-Training, Evaluation und Forschung
Hochwertige menschliche Daten für KI-Training, Evaluation und Forschung
Course Decode verzeichnet 0 monatliche Besuche mit 0 % Wachstum gegenüber dem Vormonat und einem Preismodell „Kostenlos“. Fluenta verzeichnet 2.683 monatliche Besuche mit +35,9 % Wachstum und einem Preismodell „Freemium“.
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.
| Dimension / Kennzahl | ![]() | |
|---|---|---|
| Offizielle Domain | coursedecode.com | fluenta.space |
| Preismodell | Kostenlos | Freemium |
| Monatliche Besuche | 0 (0) | 2683 (2.683) |
| MoM-Traffic-Delta | 0 (0 %) | +709 (+35,9 %) |
| Primärmarkt und Anteil | 🌐 Global (—) | 🇺🇸 Vereinigte Staaten (65,5 %) |
| Direkte Besuche / Monat | 0 | 1051 |
| Nutzerbewertung | 4,3 | 4 |
| Unterstützte Plattformen | Website | Website |
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.
Hochwertige menschliche Daten für KI-Training, Evaluation und Forschung
Hochwertige menschliche Daten für KI-Training, Evaluation und Forschung

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.

Branded is a consumer insights and audience platform that recruits targeted research participants and vets their responses with AI. It combines a large segmented panel, programmatic audience API access, and automated data-quality checks to deliver reliable qualitative and quantitative research.
Branded is a consumer insights and audience platform that recruits targeted research participants and vets their responses with AI. It combines a large segmented panel, programmatic audience API access, and automated data-quality checks to deliver reliable qualitative and quantitative research.
Die Fachliteratur als visueller Graph verwandter Arbeiten
Die Fachliteratur als visueller Graph verwandter Arbeiten
KI-gestützte Marktinformationen und Handelsdaten für über 10.000 Produkte
KI-gestützte Marktinformationen und Handelsdaten für über 10.000 Produkte

KI-native Customer-Intelligence-Plattform, die jedes Kundengespräch in Kontext verwandelt
KI-native Customer-Intelligence-Plattform, die jedes Kundengespräch in Kontext verwandelt

Kostenlos / Open SourceOSS 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.
Kostenlos / Open SourceOSS 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.

Stratup.ai is a web-based AI tool that generates startup and business ideas, refines them into concrete solutions, and produces structured research reports. You describe a market, technology, or problem in plain language, and the tool returns venture concepts, product suggestions, plus detailed reports covering branding, requirements, market research, and SWOT analysis. It also includes a searchable database of tens of thousands of AI-generated startup ideas that grows daily.
Stratup.ai is a web-based AI tool that generates startup and business ideas, refines them into concrete solutions, and produces structured research reports. You describe a market, technology, or problem in plain language, and the tool returns venture concepts, product suggestions, plus detailed reports covering branding, requirements, market research, and SWOT analysis. It also includes a searchable database of tens of thousands of AI-generated startup ideas that grows daily.

Globale Import-Export-Daten, Konnossemente und Handelsanalysen auf einer Plattform
Globale Import-Export-Daten, Konnossemente und Handelsanalysen auf einer Plattform

Aus einer Million echter Nutzerbeschwerden validierte Gründungsideen gewinnen
Aus einer Million echter Nutzerbeschwerden validierte Gründungsideen gewinnen

Dein KI-Mitgründer für den Weg von der Idee zum echten Business
Dein KI-Mitgründer für den Weg von der Idee zum echten Business

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.