Multi-angle competitor analysis
Compare products from user, developer, and investor perspectives simultaneously
HoloRadar detects "vs" or "versus" queries and runs N-pass competitor fanout—analyzing each entity independently across platforms, then synthesizing side-by-side. See how users (Reddit), developers (GitHub), and investors (X, Hacker News) view each competitor.
Example
"Notion vs Obsidian from users, developers, and investors"
Report showed: Users prefer Notion for collaboration (Reddit), developers prefer Obsidian for local-first architecture (GitHub), investors discuss Notion monetization (X). Evidence clusters revealed distinct value propositions for each audience.
How it works
N-pass fanout with entity-specific queries + cross-platform synthesis
Case study
Case study: "Vercel vs Netlify" comparison revealed developers praise Vercel DX (GitHub discussions), users complain about pricing (Reddit), investors focus on enterprise traction (X).
Key capabilities
- N-pass fanout runs independent queries per entity to avoid bias
- Reddit shows user sentiment, GitHub shows developer adoption, X shows market narrative
- Side-by-side synthesis reveals where competitors have distinct advantages
- Evidence clusters show exactly what each community values
When to use this
- You need unbiased comparison of competing products or tools
- You want to understand how different audiences perceive competitors
- You are researching market positioning or differentiation
- You need evidence for "why customers choose X over Y" questions