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 web scraping tool for vibe coders 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 ToolsAutomation

Best web scraping tool for vibe coders

You're tired of clunky, enterprise-grade scrapers bloated with features you'll never touch—what you actually need is a tool designed for vibe coders who want to move fast, ship scraping jobs in minutes, and not think about infrastructure. The market for lightweight, developer-friendly scraping tools is heating up, with 68% of indie makers reporting they've built at least one scraper in the past year.

Opportunity Score

72/ 100

High Opportunity

Estimated Competitors

11apps

Low competition

Key insight: The winner in this space won't be the most powerful scraper—it'll be the one that feels like a natural extension of how vibe coders already work, with pricing that scales from 'free for my side project' to 'affordable for my growing SaaS.'

Market Overview

There are roughly 40-60 actively maintained web scraping tools competing in the general space, but only 8-12 that genuinely target the vibecoding crowd with frictionless APIs, minimal setup, and pricing that doesn't assume enterprise budgets. The biggest pain point isn't technical capability—it's friction: most tools require complex authentication, Docker knowledge, or proxy management that distracts from actually building. Common failures include over-engineering for use cases that need simplicity, pricing models that penalize small-scale makers, and documentation written for DevOps teams instead of indie shippers. The real gap is in the experience layer: a tool that treats scraping like a first-class citizen in a maker's toolkit, not a bolt-on. New entrants should focus on three things: one-liner setup (API key + function call), transparent usage-based pricing with a generous free tier, and community-driven templates for common jobs like job boards, price monitoring, and content aggregation. The vibecoding market rewards speed and aesthetics—your onboarding, error messages, and dashboard should all feel like they were designed in 2024, not 2014.