Discover market opportunities through automated data ingestion, AI-powered content processing, and intelligent clustering of startup signals across geographic regions and sectors.
From signal ingestion to trend analysis, Pipen processes startup data through multiple layers of AI to deliver actionable insights.
Track startup activity and market trends across countries and regions with real-time geographic filtering and analysis.
Advanced NLP and ML algorithms process content, generate embeddings, and detect patterns in startup signals.
Monitor startup momentum through signal frequency analysis, funding velocity, and impact trending over time.
Automatic categorization of startups into AI/ML, FinTech, HealthTech, Climate, and other key sectors.
Get notified of market spikes, emerging trends, and high-impact startup activities as they happen.
Semantic similarity search across signal content using state-of-the-art embedding models and pgvector.
Our three-step intelligence pipeline transforms raw startup data into actionable market intelligence.
Collect startup data from news, social media, and funding databases.
Clean and analyze content to identify credible startup signals.
Group related signals and track market trends over time.
Join forward-thinking investors and entrepreneurs who use Pipen to stay ahead of market trends.