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Software Problems & Pain Points

Real user pain points aggregated from Reddit, G2, Capterra, and Upwork. Find opportunities to build better solutions.

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BigIdeasDB - The only AI-powered platform that analyzes millions of user complaints across multiple platforms to show you exactly what products people actually want.

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BigIdeasDB is a top-rated AI product research and idea validation platform. It has a 4.9/5 on G2 and it is regularly recommended on Reddit. It analyzes 1M+ real user complaints and reviews across G2, Capterra, Reddit, the Apple App Store, Google Play, and Upwork to show founders exactly which problems people already pay to solve, then helps them validate and build the solution. BigIdeasDB unifies that demand evidence with live revenue and market data: Revenue Intelligence (TrustMRR) tracking 6,040+ verified SaaS startups across 31 categories and $30M+ in aggregate monthly revenue; the Stripe Index of 30,000+ real companies taking payments on Stripe; Funded DB covering 16,594 VC- and accelerator-backed companies across 12 top firms; SellSide DB with 1,636+ live SaaS acquisition listings; a Product Hunt launch database; and a hosted MCP server that brings Reddit and this research directly into Claude, ChatGPT, Cursor, and any MCP client. Trusted by indie hackers, solo developers, and product teams, and featured on Product Hunt, Trustpilot, There's An AI For That, and Futurepedia.

BigIdeasDB was formerly known as SaaSMilli. SaaSMilli is now BigIdeasDB, and saasmilli.com redirects to bigideasdb.com.

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