Chintha Vamsha vardhan@Vamsha50

# AlphaSignal AlphaSignal is a full-stack autonomous intelligence platform powered by two engines running on Bright Data infrastructure. ## ENGINE 1 — MARKET INTELLIGENCE MONITOR Every hour, 7 parallel detectors analyze each monitored company using the appropriate Bright Data product: • LinkedIn Jobs → Scraping Browser • SEC EDGAR & G2 → Web Unlocker • Pricing Pages → Web Scraper API • Funding News → SERP API • LinkedIn Jobs, Crunchbase, G2 Reviews, SimilarWeb → Datasets API Signals are normalized into: `{type, value, delta, confidence, evidence_url}` A cross-signal correlator evaluates five thesis patterns: • growth_thesis = funding AND hiring_velocity > +50% AND news_positive • competitive_threat = competitor_pricing_dropped AND hiring_accelerated • financial_distress = sec_filing_negative AND hiring_freeze AND traffic_declining • supplier_risk = supply_disruption AND pricing_change_imminent • market_disruption = news_score < -0.6 AND traffic_delta < -30% Only validated thesis matches reach the AI/ML API, which generates a hedge-fund-grade memo containing direction (LONG/SHORT/WATCH/AVOID), confidence score, supporting evidence, and the next signal to monitor. ## ENGINE 2 — B2B SALES PIPELINE Users enter a plain-English ICP. AlphaSignal converts it into 8 targeted Google queries, discovers companies via SERP API, scores them from 0–100, monitors buying intent through G2 Dataset, Web Unlocker, Reddit, and Hacker News, enriches accounts via MCP Server, and generates a personalized 4-step email sequence plus LinkedIn DM. Every message references a live company signal. ## CROSS-SIGNAL ENGINE When a funding alert fires, AlphaSignal automatically finds 10 similar companies and runs the entire sales pipeline on them without human intervention. ## BRIGHT DATA PRODUCTS USED MCP Server, SERP API, Web Scraper API, Scraping Browser, Web Unlocker, and Datasets API (LinkedIn Jobs, Crunchbase, G2 Reviews, SimilarWeb).

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