We scan hundreds of AI tools and reveal market gaps, abandonment signals, and rebuild opportunities every week — so you act on intelligence, not guesswork.
Every week our engine surfaces opportunities most builders never see. Here's what you get.
When a tool with strong market demand shows abandonment signals, that's your opening. We find them weekly before anyone else moves.
High IQ score + high abandon risk = proven need with no good solution. These are the gaps worth building into.
Which AI categories are growing vs saturating right now? Our tunnel tracking answers that question with data, not opinion.
Every Sunday at 2am our engine runs. By Monday morning you have fresh intelligence on hundreds of tools in your inbox.
Updated every Sunday. Pro members unlock all reports and scores.
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Not a static directory. A live scanning engine that finds opportunity, flags risk, and scores every tool automatically.
Our crawler surfaces AI tools from Product Hunt, GitHub, directories and the open web — automatically, every cycle.
Every tool gets scored on Abandonment Risk, Intelligence Value, and Rebuild Potential using Groq LLaMA 3.1.
High-value tool showing abandonment = market gap. You get alerted before anyone else sees it.
RiverFlow tests multiple tunnels. What converts scales. What doesn't, dies. Automatically.
No lock-in. Cancel anytime. Intelligence compounds every week.
100 intelligence reports/month. For solo researchers and builders.
Full database, real-time gap alerts, weekly intel newsletter.
API, bulk exports, advanced intel, priority support.
Deep-dive on any tool or category. Permanent access.
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