This depends on your location, amount of people, and setup. If you are interested in a State Park, National Park, or BLM land, plan on needing one. This also affects how much planning time you will need, as they can take 30-60 days depending on the land manager. For many National Forest lands a permit is not needed for small elopements without setups (arches, benches, free standing decor).