Abstract: Maps of a particular location are often generated with an inset area map, rendered in an inset region of the location map, of the general area including the location at a lower zoom level than the location map. However, this presentation may be disadvantageous in some scenarios (e.g., the where a user is interested in examining the extended area around the location, the area between two locations, or the spatial layout of the locations.) Instead, a composite map may be generated comprising an area map at an area map zoom level, and an inset location map rendered in an inset region of the location map and illustrating a location at a higher zoom level than the area map zoom level. Such composite maps may also be requested programmatically of a map generating service, and may be provided in an automated manner for use in an application.