SignalScope pulls fresh signals about your brand, competitors, and category from news, Hacker News, and global media — then an AI analyst triages the noise and writes a cited report with concrete recommendations.
Parallel live fetch from Google News, Hacker News, GDELT — plus optional Tavily web search. Every source fails independently; the run survives outages.
A fast triage model (Claude Haiku or GPT mini) scores every raw signal for relevance and filters out brand-name homonyms, spam, and off-topic posts.
An analyst-grade model writes the report: themes, competitor moves, opportunities, risks, and owner-assigned actions — every claim cited back to a source.