An adaptive multisignal job fraud detection system that detects fake job and internship scams by analyzing message text using 11 fraud signals, semantic embeddings, and a self-organizing scam cluster database. It returns a 0–100 risk score with plain-English explanations, and a Chrome extension brings detection directly into browser.