$1.8 billion revenue in 2023 marked the peak of Medvi's two‑person operation, built on AI‑driven advertising that turned out to be largely fabricated. The company leveraged automated ad placement and data‑driven targeting to inflate user acquisition metrics. The collapse revealed that aggressive AI marketing can mask fraud, warning firms to audit algorithmic promotion pipelines.