narratives based on an exclusive combination of data science and AI analytical methods fine-tuned specifically for this purpose. ZeNPulsar currently analyzes sources including 12 social media platforms (such as Facebook, Gab, Reddit, Telegram, Twitter, and YouTube) and pricing and market data for thousands of securities, including ETF and crypto assets in real time. As the models and datasets created by ZeNPulsar are sharply focused on market manipulation, and not broad social listening paradigms, they provide much-needed forecasting capabilities.