Proven strategies for finding validated ideas, building products people want, and growing with AI.
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50 SaaS ideas ranked from 1M+ real user complaints, 39,935 severity-scored pain points, and 3,177 scored opportunities. Real demand, real severity, real revenue bands, no guesswork.
75 business ideas for 2026, ranked against 1M+ analyzed complaints, 39,935 severity-scored pain points, and real revenue data. Demand evidence, revenue bands, and startup costs baked in for every pick.
50 startup ideas for 2026, each scored on real demand from 1M+ complaints, 39,935 severity-scored pain points, and 3,177 ranked opportunities, plus funded-company momentum and real revenue benchmarks.
A data report on freelance demand 2026, built on 5,351 analyzed freelance job posts across 482 categories, 1,219 demand-driven pain points, and 883 SaaS opportunities. Two of every three opportunities are automation tools.
A data report on the SaaS acquisition market in 2026, built on 615 real acquire.com listings. The median asking price to sell a SaaS, what a typical listed business earns, and the surprising real reasons founders sell.
AI tool fatigue is real. A data report on what users actually complain about with AI tools, plus the AI business ideas 2026 worth building instead of another GPT wrapper.
We analyzed 136,898 App Store and Google Play reviews across 7,758 apps to find what mobile users actually complain about, and the app ideas 2026 the data supports. 52% of reviews are 1-star: reliability and fairness beat features.
A data report on what software users actually complain about in 2026 — built on 1M+ real complaints, 39,935 severity-scored pain points, and 3,177 ranked SaaS gaps. The biggest unmet demand is back-office tooling: reporting and integrations.
Eleven validated niche SaaS ideas in real estate and healthcare for 2026, each scored from 1M+ real complaints, funded-company momentum, and revenue data, with the gaps existing tools still miss.
A step-by-step method to turn G2 and software reviews into a buildable SaaS idea: mine three- and four-star complaints, build a feature-gap map, score it, and validate with 1M+ analyzed reviews.
A repeatable method for finding painful, validated problems worth building on, drawn from 1M+ real complaints across Reddit, G2, Capterra, and the app stores. Not a list of ideas, the way to generate your own.
Funded DB is a searchable database of 17,000+ VC- and accelerator-backed startups, each with an AI investment score. See what's inside, how the scoring works, and a beta user success story.
Step-by-step guides for finding ideas, validating them, and building products people want.
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