Users pick a region (US,

Users pick a region (US, UK, Canada) and one of 25 industries and see ranked market problems backed by structured evidence collected from many real data sources. A transparent Market Gap Score combines pain frequency and severity, business impact, SaaS fit, budget availability, competition, regional white space, and confidence, minus build and sales difficulty, with every score explainable and evidence-linked. A competitor saturation scanner classifies markets and detects weaknesses, an on-demand AI scanner generates evidence-backed SaaS ideas, and users can build opportunity reports, save research in an idea vault, and score fit against a founder profile. AI is explicitly treated as an interpreter of evidence, never the source of truth.