Fact Guard

FactGuard is a real-time intelligence platform designed to combat misinformation, financial manipulation, counterfeit commerce, and hidden security threats using live web data. The Verify Engine fact-checks claims using SERP-discovered sources and automated web scraping pipelines, scoring each result for credibility, consistency, bias, and freshness before generating an evidence-backed verdict. The Financial Engine analyzes market sentiment, volatility, pricing signals, and company-related activity using live scraped financial data to generate risk assessments, trend analysis, and scenario-based forecasts. The Security Engine monitors the public web for misinformation campaigns, reputational threats, regulatory exposure, and suspicious activity by continuously collecting live articles, discussions, and public mentions in real time. The Cart Engine aggregates retailer listings simultaneously to detect counterfeit products, evaluate pricing quality, identify suspicious sellers, and recommend whether users should buy immediately or wait. FactGuard is powered by two core systems: the SERP API for intelligent source discovery and the Web Scraper infrastructure for extracting, structuring, and processing live web data into actionable intelligence. Reliability is maintained through failover handling, retry systems, and service-level circuit breakers that keep the platform operational during API failures or rate-limit events. No hallucinated citations. No unverifiable claims. Just live data, scored evidence, and intelligence built for real-world decisions.