SignalWatch AI
SignalWatch AI helps enterprise GTM, finance, strategy, and compliance teams unlock live public web data for decision-making. Users enter a target company, its website, competitors, a hackathon track, and a monitoring goal. The .NET 10 backend builds targeted search queries and uses Bright Data SERP API to collect live public web results. The backend filters low-value search/navigation results, classifies useful signals into GTM, Finance / Market, or Security / Compliance categories, and sends the structured signals to Gemini AI. Gemini generates an executive summary, risk score, opportunity score, and recommended business actions. The React dashboard displays the final report with source links, confidence scores, export-to-Markdown, and copy-summary actions. The result is a practical intelligence workflow: live public web data → AI analysis → executive-ready report.
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