MarketLens AI

MarketLens AI is a real-time AI-powered intelligence platform designed to help finance, procurement, and risk teams detect supply chain bottlenecks, ecosystem risks, and market inefficiencies. Instead of relying on end-of-day feeds, static dashboards, or week-old research, the platform continuously monitors live web sources such as financial news, SEC filings, social discourse, and capacity signals as soon as they appear. At the core of MarketLens AI is a multi-agent orchestration system powered by seven specialized AI agents. The Ecosystem Agent discovers competitors, customers, and suppliers around any target company, building a broader view of the company’s operating environment. The Analyst Agent reads scraped news and extracts signals across five perspectives: financial, operational, social, regulatory, and competitive. When evidence is incomplete or weak, the Follow-Up Agent reviews the initial findings and re-scrapes deeper to strengthen the intelligence base. The Coordinator Agent then synthesizes ecosystem-wide risks and opportunities, connecting signals across companies, sectors, and supply chain relationships. To improve reliability, the Verification Agent fact-checks claims and rewrites insights that do not survive cross-source validation, reducing hallucination risk. The Propagation Agent models how disruptions may ripple from peers, suppliers, customers, or competitors back to the primary company. Finally, the Discover Agent turns the validated intelligence into a dashboard-ready view for users. MarketLens AI is powered by Bright Data. Bright Data’s SERP API captures news and market in real time, while Web Unlocker REST extracts full-page content. Datasets v3 streams social signals from X and Reddit for sentiment analysis. Together, these Bright Data primitives give MarketLens AI durable access to high-value sources that conventional scraping systems often cannot reach.