Comparison
InsightNodes vs CB Insights
CB Insights is the better fit if you need broad market intelligence across many industries with an established analyst team behind it. InsightNodes is the better fit if you specifically need to trace how AI infrastructure — the companies, capital, policy, and technology — actually connects, with every claim sourced and an AI Q&A layer that won't hallucinate an answer it can't back up.
CB Insights is a market intelligence platform covering company data, funding rounds, patent analysis, and analyst-written market maps across many industries.Here's an honest, side-by-side look at how the two differ — so you can pick the right tool for what you actually need.
| Dimension | InsightNodes | CB Insights |
|---|---|---|
| Data model | Connected knowledge graph — real, sourced relationships between entities | Company profiles and market maps, primarily list-based |
| Sourcing | Every claim traces to a primary source (SEC filings, official releases, government data) | Aggregated data with analyst commentary |
| AI Q&A | Answers drawn only from the sourced repository — no general-knowledge fill-in | Not a core feature |
| Focus | Deep on AI infrastructure and the technology landscape it sits inside, expanding from there | Broad coverage across many industries and sectors |
| Access | Free to explore, no signup wall | Enterprise sales, typically five-figure annual contracts |