Building in Public: My SaaS Development Tool

I started with a simple question: "What if developers could skip months of market research and just build validated products?"

That led me to build a platform that combines market intelligence, AI analysis, and visual project management for SaaS developers.

What It Does

The core is data-driven opportunity discovery:

• 75,000+ pain points scraped from Reddit communities

• 5,000+ mobile apps analyzed with negative reviews processed

• 500+ SaaS categories mapped with competitive intelligence

• Real-time monitoring across 50+ subreddits with AI analysis

But the magic happens when AI connects the dots between Reddit complaints, App Store gaps, and competitor weaknesses.

The Standout Feature

I built something called the "Infinity Canvas" - imagine Miro meets ChatGPT:

• Left side: Persistent AI chat threads for different project aspects

• Right side: Infinite visual workspace with node-based project management

• Everything syncs in real-time between conversations and visual elements

Users tell me it changes how they think about project planning entirely.

What I'm Learning

The numbers are telling:

• 85% accuracy in AI-powered idea validation vs 45% manual research

• Users save 10-15 hours per week on market research

• 78% engage with multiple features (not just one-off usage)

• 40% of successful SaaS tools actually start as freelance services

The Surprise

I thought I was building a research tool. Turns out users are treating it as their entire project command center. They're using the canvas for customer interviews, technical architecture, team planning - way beyond what I originally designed.

Some features exploded immediately (Reddit automation), others took 4 rebuilds to get right (the AI chat), and some surprised me completely (people taking customer interview notes on the visual canvas).

What's Next

Doubling down on real-time collaboration and AI orchestration. The solo developer use case is solid, but teams are asking for multi-user editing and workspace management.

The Meta Question

Are we building a research tool or a development platform? The answer seems to be "both" - and that's either really smart positioning or complete scope creep. Time will tell.

Building in public is terrifying but incredibly valuable. The indie hacker community feedback is literally shaping every feature decision.

What would you build if market research took minutes instead of months?