The frustration was simple: consumers were talking constantly. On Reddit, in Amazon reviews, on forums, in YouTube comments. Every category had thousands of unfiltered, unprompted opinions from real buyers — the exact intelligence any brand needed to make better decisions.
But there was no infrastructure to capture it, process it at scale, and turn it into something usable. The teams that needed it most — founders, marketers, product people — had no way to access it without weeks of manual research or expensive agency engagements.
So we built the infrastructure. Scoutr is a pipeline that takes any URL, scrapes 9+ public data sources, runs it through sentiment analysis, language extraction, competitor mapping, and AI synthesis — and delivers a complete competitive intelligence report in under 15 minutes.
Not vague summaries. Specific outputs: the exact words that convert in your category, the complaint that's killing your competitors, the content topic gaining traction right now, and a prioritised action plan for this week.