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 dog walking app for students 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 ToolsPet

Best dog walking app for students

You're a broke student with a dog that needs walks but no time—and the app you're using either charges too much or connects you with walkers who ghost you. The pet services market hit $136B globally in 2023, with on-demand pet care growing 15% annually, but the student segment remains massively underserved.

Opportunity Score

68/ 100

Moderate

Estimated Competitors

18apps

Competitive

Key insight: The winner won't be the cheapest or the most features—it'll be whoever makes dog walking feel social and flexible enough that students see it as a side hustle they actually want to do, not a gig labor grind.

Market Overview

There are roughly 15-25 dog walking apps in the mainstream market (Rover, Wag, Care.com 's pet division, Nextdoor's service features), but almost none are optimized for the student use case with student-friendly pricing and flexible scheduling. The pain points are brutal: existing platforms take 20-30% commission, require strict availability windows, mandate insurance costs students can't afford, and don't accommodate the chaotic schedules of college life. The real gap is a peer-to-peer model where students walk dogs for other students (or busy professionals) at lower margins, with ultra-flexible scheduling, instant booking, and built-in trust signals tailored to campus communities. A new entrant should focus on geographic density within college towns first, build a social reputation layer that matters to Gen Z (not just star ratings—think Venmo-style feed), keep the platform commission under 15%, and enable students to stack multiple quick walks into their breaks rather than requiring two-hour blocks.