How Demand Sonar Mines the Internet for Untapped Opportunities

Our mining infrastructure scans 14 data streams continuously: search engines, Reddit, Twitter/X, Amazon, App Store reviews, Shopify product metadata, patent filings, GitHub, job boards, industry forums, YouTube comments, Pinterest, product hunt discussions, and niche communities. Every day, we process 60 million new data points, looking for anomaly clusters, sudden spikes in complaint intensity, search queries without satisfying results, or review gaps. These clusters become "Opportunity Pings," sent to users whose idea profiles match. The system learns over time. If a cluster evolves from "informational" to "transactional," it elevates the alert priority. One such ping led a founder to a $27M market for "audit-trail software for remote teams" two years before it became crowded. We mine so you can mind the opportunities that matter. [Get your opportunity pings →]