Des données humaines de qualité pour l'entraînement, l'évaluation et la recherche en IA
Des données humaines de qualité pour l'entraînement, l'évaluation et la recherche en IA
Course Decode enregistre 0 visites mensuelles avec une croissance mensuelle de 0 % et un modèle tarifaire Gratuit. Fluenta enregistre 2 683 visites mensuelles avec une croissance de +35,9 % et un modèle tarifaire 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 / Métrique | ![]() | |
|---|---|---|
| Domaine officiel | coursedecode.com | fluenta.space |
| Modèle tarifaire | Gratuit | Freemium |
| Visites mensuelles | 0 (0) | 2,68 k (2 683) |
| Delta de trafic mensuel | 0 (0 %) | +709 (+35,9 %) |
| Marché principal et part | 🌐 Global (—) | 🇺🇸 États-Unis (65,5 %) |
| Visites directes / mois | 0 | 1,05 k |
| Note des utilisateurs | 4,3 | 4 |
| Plateformes prises en charge | Site web | Site web |
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.
Des données humaines de qualité pour l'entraînement, l'évaluation et la recherche en IA
Des données humaines de qualité pour l'entraînement, l'évaluation et la recherche en IA

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.

Des audiences d'étude ciblées avec une qualité vérifiée par IA
Des audiences d'étude ciblées avec une qualité vérifiée par IA
Explorer la littérature scientifique comme un graphe visuel d'articles liés
Explorer la littérature scientifique comme un graphe visuel d'articles liés
Veille économique par IA et données commerciales pour plus de 10 000 produits
Veille économique par IA et données commerciales pour plus de 10 000 produits

Plateforme d'intelligence client native IA qui transforme chaque conversation en contexte
Plateforme d'intelligence client native IA qui transforme chaque conversation en contexte

Gratuit / 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.
Gratuit / 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.

Données mondiales d'import-export, connaissements et analyses commerciales sur une seule plateforme
Données mondiales d'import-export, connaissements et analyses commerciales sur une seule plateforme

Extraire des idées de création validées d'un million de plaintes d'utilisateurs
Extraire des idées de création validées d'un million de plaintes d'utilisateurs

Votre cofondateur IA pour transformer une idée en véritable entreprise
Votre cofondateur IA pour transformer une idée en véritable entreprise

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.