Unbuilt is a market intelligence platform for vibe coders, indie hackers, and no-code founders. It has three tools: Pulse (free daily launch feed), Dig (market analysis scanning 70+ live sources), and Stack (build plan from 700+ tools).

How does Dig validate an app idea?

Dig scans 70+ live data sources including App Store, Google Play, Reddit, X, YouTube, and Product Hunt. It returns a competitor list, pain points, market gaps, SWOT analysis, and an opportunity score from 0 to 100. The process takes approximately 5 minutes.

Is Unbuilt free to use?

Pulse (the daily launch feed) is completely free with no account required. Dig (market analysis) and Stack (build plan) each cost 1 credit per report. Unbuilt also hosts 2,400+ free app idea analysis pages at unbuilt.me/ideas.

Vibecoding is building software using AI-powered tools like Cursor, Lovable, Bolt, Replit, and v0. It allows non-traditional developers to create apps quickly. Unbuilt helps vibe coders validate their ideas before building.

How many app ideas does Unbuilt analyze?

Unbuilt hosts over 2,400 pre-analyzed app idea pages covering 25+ categories including SaaS, AI tools, developer tools, productivity, finance, health, and education. Each page includes an opportunity score, competitor count, and market overview.

Is open source Todoist alternative worth building?

With an opportunity score of 62/100, this is a moderately competitive space with some opportunities. For a full analysis, use Dig at unbuilt.me to scan 70+ live sources.

AlternativesTools

Open source Todoist alternative

You're looking at a market where thousands of developers want to escape Todoist's subscription model, but most open source alternatives fall flat on UX or feature parity. The gap isn't really about existence—it's about finding the one that doesn't feel like a side project.

Opportunity Score

62/ 100

Moderate

Estimated Competitors

48apps

Competitive

Key insight: The real blocker isn't building an open source Todoist—it's building one that people will actually migrate to and stick with, which requires solving the chicken-egg problem of mobile parity and self-hosting friction simultaneously.

Market Overview

There are roughly 40-60 legitimate open source task management tools in active development (Things like Plane, OpenTodoList, Vikunja, Taiga, Focalboard), but the market is fragmented and most don't meaningfully compete with Todoist's polish or ecosystem. The main pain points: open source alternatives either lack mobile apps, have janky interfaces, struggle with sync reliability, or require significant self-hosting friction. The actual gap isn't a missing tool—it's the absence of something that feels as smooth as Todoist but truly open, with a sustainable business model that doesn't require users to run their own servers. A vibecoder entering this space should obsess over three things: (1) dead-simple onboarding that doesn't mention 'Docker' or 'self-hosting' in the first flow, (2) a mobile experience that matches native apps, not web wrappers, and (3) a clear monetization layer (cloud hosting, premium features, or open core) so the project doesn't become abandonware in 18 months. The winners here won't out-feature Todoist; they'll out-experience it while maintaining the open source credibility.