App that finds the perfect course to teach any skill
Trying to pick up a new skill online means navigating pure disorder. YouTube serves up 47 tutorials on Excel pivot tables. Udemy lists 200 Python courses. Coursera, Skillshare, and countless free blogs each insist they're the ideal launchpad. The material is out there. What's missing is a coherent route through it. Learners burn more energy deciding what to study than actually studying. Half of them give up before finishing because they selected a resource that didn't match where they were. SkillPath creates organized learning progressions that span multiple platforms. Plug in a skill, your current ability, and how many hours you can commit each week. The engine delivers a tailored roadmap: begin with this free YouTube series to nail the fundamentals, transition to this Udemy course for hands-on application, wrap up with this project walkthrough to build portfolio evidence. Every resource is screened for quality, aligned to proficiency level, and arranged so each stage scaffolds onto the previous one. Learners score resources once they've completed them. Completion metrics loop back into the algorithm, revealing which sequences produce genuine mastery and which ones people ditch. Launch with ten in-demand skill categories: Excel, Python, SQL, graphic design, copywriting, video editing, personal finance, web development, data analysis, and AI tools. Develop three to five learning tracks per skill spanning beginner, intermediate, and advanced tiers. Ship a web app powered by Airtable on the backend. Distribute through r/learnprogramming, r/dataisbeautiful, and productivity circles on Twitter and LinkedIn. Make every track free for 90 days. Monitor completion rates relentlessly. Price it at $9 per month for unrestricted path access and personalized sequencing. Offer a $29 per year plan for teams with shared progress dashboards. Scale through learning communities, LinkedIn creators, and partnerships with bootcamp prep programs. Expansion tracks the skill market: professional certifications, trade skills, creative fields, language learning. Each finished path yields data on which resource combinations actually deliver results. The curation gets sharper with every learner who crosses the finish line. The content is already everywhere. A clear route through it isn't. SkillPath creates that route.
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5-Dimension Score
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78-Point Validation Framework
Every niche is analyzed across 78 automated research dimensions — continuously updated as new data arrives from 11+ platforms.
Reddit threads, YouTube channels, TikTok trends, and transcript mining
Hormozi value scoring, competitor analysis, and market stage classification
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