Orbis — AI Product Research & Validation

Orbis helps founders and teams build products that truly resonate with market demand through a structured, evidence-based approach. Key capabilities include: • Mine real complaints from diverse online sources • Cluster pain points into thematic patterns • Generate product ideas with opportunity scores • Validate concepts with comprehensive market analysis • Receive clear Build / Pivot / Skip verdicts This platform addresses the common challenge of startups failing due to building products nobody wants. It eliminates reliance on assumptions and biased surveys by directly extracting genuine frustrations from forums, reviews, and social media. By grouping these insights, Orbis presents clear patterns, generating product ideas that are directly supported by user feedback. It further enriches this process with deep research across ten dimensions, including willingness-to-pay, competition density, and market timing. The output is a full validation report, including competitor analysis, pros and cons, and evidence links, guiding founders toward informed decisions. A personalized advisor is available to discuss findings and refine strategy. Orbis is ideal for solo founders, indie hackers, and early-stage teams looking to validate product concepts before committing significant resources to development. It streamlines the entire research pipeline from initial problem discovery to a clear action plan, saving weeks of manual market research.