Idea Miner

A data analytics platform that aggregates and clusters paid tasks from outsourcing platforms into common demand features to show what buyers are paying for. It solves the problem of building products without validated demand by providing mention frequency, budget size, momentum, and regional distribution. It is for solo indie developers, freelancers, and product teams in small businesses and startups. Compared to trend sites based on GitHub stars or social votes, it positions on real budget-backed demand with compliant collection, summarized citation, and traceable source links.

Key features

• Cluster paid tasks into demand features
• Track mention frequency and rank changes
• Track median budget and momentum
• Weekly and monthly trend reporting
• Regional distribution breakdown
• Tech-stack and category filters
• Opportunity scoring with heat and risk
• Development briefs per feature
• Evidence-bound real-time validation reports
• Community tool matching with badges