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 best marketing attribution tool for solo founders worth building?

With an opportunity score of 72/100, this is a high-opportunity space with clear gaps. For a full analysis, use Dig at unbuilt.me to scan 70+ live sources.

Best ToolsMarketing

Best marketing attribution tool for solo founders

You're tracking revenue across multiple channels but can't figure out which marketing dollar actually drove the sale — and most attribution tools cost $500+/month or require a data engineer. Solo founders need something that works with Stripe, email, and ads out of the box, without the complexity.

Opportunity Score

72/ 100

High Opportunity

Estimated Competitors

18apps

Competitive

Key insight: The market isn't underserved because attribution is hard—it's underserved because every existing tool optimizes for complexity and recurring revenue over simplicity and the actual founder experience of bootstrapped growth.

Market Overview

There are roughly 40-60 attribution and analytics tools on the market today, but most are built for mid-market teams with dedicated analytics staff. The common failure pattern is that founders choose between two bad options: (1) using free UTM parameters and spreadsheets, which breaks at scale and relies on manual discipline, or (2) paying for enterprise platforms like Segment or Improvado that have steep setup friction and monthly bills that eat into their CAC budget. The actual gap exists in the $29-99/month tier for single-founder operations—tools that auto-sync Stripe, Shopify, or payment processors with ad accounts (Facebook, Google, TikTok) and email services, then show ROI per channel without requiring SQL skills or 20-hour implementation. Most existing players either target agencies (who need multi-client dashboards) or enterprises (who need custom schemas). A new entrant should focus ruthlessly on the install-in-under-30-minutes motion, pre-built integrations for the top 5 canonical stacks (Shopify + Facebook Ads + Klaviyo, for example), and a dashboard that answers one question: 'Which of my channels is actually profitable?' rather than attempting to solve for cross-device tracking or last-click vs. first-touch religious debates.