Understanding the interplay between geochemistry and dynamic fluid flow is crucial for optimizing production strategies and estimating hydrocarbon resources. Advancements in analytical techniques and computational modeling have contributed significantly to the understanding of geochemical impacts on kerogen and organic-rich mudrocks. The integration of experimental observations, theoretical models, and field-scale simulations has provided valuable insights into these complex systems.