Stop Guessing.
Start Validating.

A business idea validator shows you which products already exist in your space and how much revenue they generate, before you write a single line of code.

When you describe your idea, our AI analyzes the concept to understand what you want to build and who you want to serve. Then we match it against our database of thousands of SaaS products to surface the competitors that matter most.

Unlike survey-based validation tools, our validator uses real revenue data. You see exactly what similar products are earning, whether there is proven demand, and how crowded your market would be. Already have a live product? Use our competitor finder to paste your URL and get revenue-ranked competitors instantly. Once you have validated your idea, check out our guide on where to launch your product in 2026.

We analyze your idea description using AI to understand what you want to build, who you want to serve, and what problem you want to solve. We extract the core value proposition and target audience from your text.

Then we match your concept against our database of thousands of SaaS products using semantic similarity, not keyword matching. This surfaces products that solve similar problems for similar customers, even if they use completely different terminology.

Each competitor's monthly recurring revenue is estimated from publicly available revenue data, pricing pages, user counts, and verified market signals. We rank results by relevance and revenue to give you the clearest picture of your competitive landscape. Browse SaaS revenue rankings to explore revenue benchmarks across every category, or launch your product when you are ready to compete publicly.