Seismic interpretation can be made simple and robust by integrating rock physics principles with seismic and petrophysical attributes bearing on properties of conventional and unconventional reservoirs. Practical solutions to interpretation problems in AVO analysis and inversion are addressed to streamline workflows in subsurface characterization.