We build software that listens to Reddit.
Bridging the gap between public Reddit intent and actionable growth through automated AI auditing and real-time forum monitoring.
The AI-First Philosophy
In a world of noise, finding true intent inside community discussions is a needle-in-a-haystack problem. Our platform was born from a simple thesis: software should do the heavy lifting of discovery across subreddits so humans can focus on relationship building.
By leveraging advanced Large Language Models (LLMs), we’ve built an engine that doesn't just monitor keywords—it understands. We audit conversation threads to identify the exact moment a potential lead expresses a structural need or tool frustration.
Our Core Engine
- 01Autonomous Monitoring: 24/7 background nodes tracking high-intent subreddit signals.
- 02Semantic Scoring: AI-driven lead qualification based on deep context, not just generic keywords.
- 03Zero-Footprint Privacy: A commitment to ephemeral data handling and sandboxed analysis.
Built for the Modern Founder
We are a team of automation engineers and developers obsessed with efficiency. After years of helping startups ship software and automate repetitive workflows, we realized that the hardest part of scaling isn't the code—it's distribution and finding where active buyers talk.
This platform is our answer to that challenge: a high-leverage toolkit designed to scan relevant subreddits, giving founders their time back while keeping their pipeline full of high-intent opportunities.
Meet the Founder
John Carlo Tecson
FounderFull-Stack Developer & Automation Engineer
Obsessed with building AI-first agentic workflows and pipeline utilities that eliminate friction for early-stage teams. I engineered LeadIt AI to replace brittle, manual keyword tracking with contextual semantic intelligence directly across Reddit.
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