InsightScout finds high-intent conversations across Reddit, Hacker News, Dev.to, Stack Overflow, Lobsters, Bluesky, YouTube, and the web, then turns them into actionable insights for lead generation, competitor monitoring, product feedback, and content ideas. Instead of flooding you with alerts, it delivers a curated set of conversations worth acting on, with clear next steps like reply drafts, content outlines, and keyword ideas.

Lightfield — AI-native CRM that builds itself and does work for you

AI-native CRM that builds itself and does work for you

I built InsightScout because most monitoring tools overwhelm teams with alerts, dashboards, and keyword noise, but do very little to help them figure out which conversations actually matter. The problem I wanted to solve was simple: people do not need hundreds of mentions a day. They need a curated set of high-intent conversations they can actually act on. That means spotting buying intent, competitor pain, product feedback, and content opportunities across public sources, then explaining why each thread matters and what to do next. While building it, the product kept getting simpler. The original temptation was to collect more and more data. The better direction was the opposite: fewer insights, higher signal, and built-in next steps like reply drafts, content outlines, and keyword ideas. Today InsightScout scans Reddit, Hacker News, Dev.to, Stack Overflow, Lobsters, Bluesky, YouTube, and the web, then turns those conversations into actionable insights for founders and GTM teams. Happy to answer anything about the workflow, the source mix, or how I think about signal vs noise.

Lightfield — AI-native CRM that builds itself and does work for you

AI-native CRM that builds itself and does work for you

InsightScout

Find high-intent conversations before your competitors do

Find high-intent conversations before your competitors do