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 teachers 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 teachers

You're sitting on a goldmine if you can make web scraping actually accessible to teachers—right now, most educators either don't know it exists or find existing tools too technical to use without a CS degree. The EdTech automation market is projected to hit $15B by 2027, but teacher-specific tools remain painfully sparse.

Opportunity Score

72/ 100

High Opportunity

Estimated Competitors

8apps

Low competition

Key insight: The real win isn't building a better scraper—it's building a scraper that comes with pre-built templates for common teacher tasks (research citations, price tracking for lessons, student work aggregation) and focuses on compliance and data privacy from day one, since schools care deeply about both.

Market Overview

There are roughly 40-60 general web scraping tools on the market (Scrapy, Beautiful Soup, Selenium, Octoparse, ParseHub), but almost none are designed with K-12 or higher education pedagogy in mind. The core pain point teachers face is time: they spend hours manually copying research data, student work examples, or curriculum materials from websites when a simple scraper could do it in minutes. The failure mode is clear—existing tools assume coding knowledge or charge enterprise prices ($500+/month) that don't fit education budgets. The real gap is in the middle: a tool that costs $5-15/month, requires zero coding, has templates for common teacher workflows (scraping student portfolios, research citations, pricing comparisons for lesson plans), and emphasizes data ethics and privacy by default. A founder entering this space should focus on the specific friction points teachers actually face—like scraping competitor lesson plans for inspiration, gathering data for classroom projects, or automating attendance/assignment data from learning management systems. Make it visual, make it cheap, make it teachable to a room full of 30-year-olds who've never coded.