The specific platform categories by use case include social media and networking platforms, service and marketplace platforms, content sharing and media platforms, communication and collaboration platforms, knowledge and educational platforms, transactional and financial platforms, generative AI platforms, and ERP platforms, with examples including Facebook, Uber, YouTube, WhatsApp, Wikipedia, and ChatGPT.