AI agents scan trends, brainstorm ideas, then debate and stress-test them — so you don't waste months on bad bets.

Ideas Validated
Prove Reports
Avg. Pipeline Time
Sound familiar?
Manually scanning Reddit, HN, and news for startup ideas takes weeks
No structured way to know if an idea is worth pursuing
Existing validators give shallow, single-AI reports — not real debate
The pipeline
Each stage feeds the next. Raw market signals become polished, stress-tested startup concepts.
Scan the noise. Surface the signal.
AI agents scan RSS feeds, Reddit, HN, and industry reports. They score hundreds of articles and surface the market gaps nobody else sees.

Shape raw gaps into startup ideas.
5-round AI brainstorm with Proposer and Defender agents. Each round refines, challenges, and strengthens. Output: your top 3 ideas ranked by Kill/RICE scores.

6 agents debate. Only strong ideas survive.
Multi-agent debate with Skeptic, Investor, Engineer, Market Analyst, Devil's Advocate, and Synthesizer. They argue, vote, and produce a verdict: PROCEED, CONDITIONAL, or REJECT.

Pricing
Dynamic pricing — early buyers get the best deal. No subscriptions.
See PricingBuilt on a battle-tested multi-agent debate system with 10+ validated ideas
The longer you wait to validate, the more time you invest in ideas that might not work. GapSmith gives you the answer in 2 hours, not 2 months.
Join founders who let AI agents argue about their ideas before spending a dime on building.