Source-attributed research on companies & themes, built from management interviews and expert commentary on independent channels
The Research Gap
Serafis discovers and transforms conversations with CEOs, founders and industry experts into structured intelligence not available on the web or traditional market data providers.
The Data Advantage
Search 2M+ transcripts in the Serafis Index by company, person or theme. Drill down with our entity resolution and proprietary metadata. Trace every quote back to its source.
Podcast Universe
Search the full podcast catalog and retrieve any episode transcript.
Serafis Index
Curated and structured for deep market research.
Access Serafis intelligence via the web or directly in the tools you already use.
Access deep market research using our library of 2M+ expert transcripts.
Explore company intelligence briefs, grounded with management interviews.
Programmatic access to our index with search across content, companies and themes.
Give your AI agents direct access to a new source for deep research and market insights.
Structured tables on our knowledge graph delivered directly into Snowflake / BigQuery.
Podcast Research Benchmark
Across 50 private companies, we benchmarked Serafis against frontier LLMs and web search tools for discovering relevant podcast episodes and transcripts.
Transcript-backed research available for analysis
Higher is better
Serafis 
OpenAI 
Exa 
Parallel 
Anthropic 
Gemini Aggregate Transcript Coverage Score weights management interviews as a higher quality source.
Headline result
>10x
the aggregate score of OpenAI, the strongest web-search LLM in the benchmark
For more than 80% of eligible companies, Serafis scored >2x vs. the best alternative.
50 companies
25 Venture, 25 Growth
6 systems
One publication window
Solutions Across the Stack
Apply deeper intelligence across the research and deal lifecycle. Find the right opportunities, sharpen your outreach and build conviction faster.
Discover companies that fit your thesis. Tailor outreach around each founder's story and priorities to stand out in competitive deals.
Get an early read on a company's traction, differentiation, product roadmap and growth plans before committing more time.
Compare companies across a sector to understand relative positioning and where durable advantages may emerge.
Track what portfolio-company leaders and experts say about priorities, operating changes and emerging risks.
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