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 spreadsheet automation for side hustlers worth building?

With an opportunity score of 68/100, this is a moderately competitive space with some opportunities. For a full analysis, use Dig at unbuilt.me to scan 70+ live sources.

Best ToolsAutomation

Best spreadsheet automation for side hustlers

You're juggling 3+ income streams and drowning in manual data entry across spreadsheets—and you know that's costing you 5-10 hours weekly you could spend actually earning. The side hustler who automates their spreadsheet workflow doesn't just save time; they unlock the ability to scale without hiring.

Opportunity Score

68/ 100

Moderate

Estimated Competitors

52apps

Crowded space

Key insight: The market isn't undersaturated—it's undersegmented; nobody is winning by owning the side-hustler persona specifically, which means positioning as 'the spreadsheet automation tool built for people making money on their own terms' is a viable wedge against generic automation platforms.

Market Overview

There are roughly 40-60 tools competing in spreadsheet automation, ranging from Zapier and Make to No Code platforms like Airtable and specialized tools like Coefficient. The massive gap isn't in existence of tools—it's in simplicity and side-hustle-specific bundling. Most automation platforms assume you're a team or enterprise; they're built for complexity, documentation, and 2-week onboarding. Side hustlers need plug-and-play workflows that connect Google Sheets to Stripe, Shopify, or email in under 5 minutes, with pricing that doesn't punish monthly revenue under $5K. The real failure point is discoverability and trust—a solo entrepreneur looking for "spreadsheet automation" gets buried in enterprise marketing noise and doesn't know where to start. The opportunity sits in building vertical-specific automation packs (e-commerce to sheets, freelancer invoicing, dropshipping inventory) with transparent, usage-based pricing under $30/month and templates that work out of the box. A new entrant should ignore the Zapier comparison entirely and focus on being 10x easier for the specific pain points of 1099 workers, freelancers, and solopreneurs: invoice reconciliation, client data sync, and passive income tracking.