Fluenta is the multi-signal business-idea validator. While ChatGPT and Claude pull data from press releases (which lag the real market by 18+ months), Fluenta scores any business idea on 6 live signals: search demand (DataForSEO + Trends), social pain (Reddit/X/Quora), competition density (G2, Capterra, ProductHunt + local), money signal (AppSumo, Upwork, Acquire), funding momentum (Crunchbase), and urgency triggers.
Built for solo founders, indie hackers, and operators who refuse to build dead ideas. Browse 1,000+ pre-scored business ideas free, or X-Ray your own in 20 minutes. Daily refresh. 200+ live data sources.
What makes it different
Most "AI idea validators" hallucinate confidence from press releases. Fluenta's 6-signal Launch Readiness Score is sourced — every score links back to the underlying data. Methodology is public at fluenta.space/help/methodology. Working MCP server and API at fluenta.space/docs/api-and-mcp.
The 6 signals
- Search demand — Google Keyword Planner and DataForSEO. Does anyone actually type the problem into Google?
- Social pain — Reddit, X, Quora, Hacker News. Are people venting about this in their own vocabulary?
- Competition density — G2, Capterra, ProductHunt, AppSumo. Crowded markets exist because the money is there.
- Money signal — Upwork, Fiverr, Acquire. Are people already paying freelancers to solve this manually?
- Funding momentum — Crunchbase. Has fresh capital flowed into this category in the last 18 months?
- Urgency triggers — Why now and not 3 years ago?
How it works
Score is 0-100. 80-100 means strong roar, build. 60-79 means promising, build with a known wedge. 40-59 means experimental, build only with an unfair edge. 0-39 means weak signal, kill it before you waste a quarter of your life.
