Superscan

Superscan lets users describe information they want to monitor in plain English, then creates autonomous AI agents that generate search queries, scan thousands of web sources, and rank results for relevance. The agents operate on a configurable schedule—hourly, daily, or weekly—covering news sites, blogs, social media, forums, and databases, and they continuously improve their scoring based on thumbs‑up/thumbs‑down feedback.

The platform is aimed at product teams, investors, analysts, researchers, and anyone needing ongoing awareness of topics such as competitor pricing changes, new regulations, or funding rounds. By converting natural‑language prompts into targeted monitoring tasks, it removes the need for manual keyword alerts or frequent manual checks.

Each “watcher” functions as a dedicated agent that learns from user feedback, reducing noise over time and delivering increasingly precise alerts about the specified subject matter.