Online disinformation and fake content has emerged as a serious danger to democracy, the economy and society. Even for experienced journalists, fact checkers, human right activists, or media literacy scholars, content verification at scale and near real-time can be a challenge. WeVerify aims to develop intelligent content verification and disinformation analyses methods and tools that involve a human in the loop. Social media and web-based content will be analyzed, contextualized, and contextualized in the context of a broader online ecosystem to expose fabricated material. This will be done through cross-modal content validation, social network analysis and micro-targeted disinformation, as well as a blockchain-based database of known fakes.