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 revenue analytics for agencies 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 ToolsAnalytics

Best revenue analytics for agencies

You're losing 15-20% of billable hours to fragmented reporting across client accounts—most agencies still cobble together spreadsheets and native tool dashboards instead of having one source of truth. Revenue analytics built specifically for agencies isn't just nice-to-have anymore; it's the difference between scaling profitably and burning out your ops team.

Opportunity Score

68/ 100

Moderate

Estimated Competitors

18apps

Competitive

Key insight: Most agency revenue analytics tools fail because they try to solve everything (project management, time tracking, invoicing); your advantage is solving only revenue visibility obsessively well, integrating cleanly with tools agencies already use, and making it take 15 minutes to set up instead of 15 weeks.

Market Overview

The revenue analytics space for agencies is crowded at the enterprise level (50+ tools competing for general business intelligence) but surprisingly thin when you zoom into agency-specific needs. Most founders chase generic analytics platforms or all-in-one agency suites, leaving the focused revenue problem unsolved. The real pain point isn't *collecting* data—it's that agencies operate on multiple billing models (hourly, project, retainer, blended), across multiple clients, with revenue recognition rules that shift per contract type. Existing tools either force you into their workflow or dump raw data that still requires manual interpretation. The gap is a lightweight, opinionated dashboard that speaks agency language: MRR by client, project margin vs. estimate, resource utilization tied to profitability, and real-time pipeline visibility. A founder entering this space should focus obsessively on the 10-50 person agency (where pain is acute but budgets exist) and nail one revenue metric that traditionally takes agencies 8+ hours monthly to calculate manually. Think of it as the "Stripe for agency revenue ops"—simple, single-purpose, and it just works.