A SaaS tool that continuously monitors Reddit for high-intent posts matching custom keyword profiles (e.g., 'looking for a tool that', 'alternative to X', 'how do I automate'), ranks them by purchase-intent signals, and delivers real-time alerts with context on subreddit culture and optimal reply timing. The platform also maps related subreddits for niche audiences, surfaces posting heatmaps, and tracks which conversations are gaining traction before they peak.

Reddit's influence on B2B purchase decisions has grown significantly as buyers increasingly distrust traditional ads and cold outreach, making authentic community-based discovery the highest-converting acquisition channel for early-stage SaaS. The explosion of micro-SaaS and solo founders in 2025-2026 has created a large underserved market of technical founders who can build products but lack scalable distribution channels.