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NicheCheck pulls data from Chrome Web Store, Google Play Store, Apple App Store, Google Ads (search volume & CPC), GitHub (implementation complexity), and web search (SaaS competitors). All data is fetched in real-time.
Our competitor data and search volume come directly from official sources (Chrome Web Store, Google Ads API). Revenue estimates use industry-standard conversion rates and are meant as directional guidance. The more data available for a keyword, the higher our confidence score.
Yes. NicheCheck compares whether an idea is strongest as a Chrome extension, Web SaaS, mobile app, platform integration, service, or content site. Browser-first ideas currently have the deepest marketplace coverage.
AI Council review sends one idea through configured independent model reviewers and compares their judgments on feasibility, build complexity, acquisition risk, pricing power, defensibility, and likely product direction. The response is structured JSON so it can be displayed, exported, and used in follow-up planning.
Yes, cancel anytime from your dashboard. You keep Pro access until the end of your billing period. No questions asked.