Indoor positioning system (IPS) technologies have a wide range of applications; however, three major limitations associated with currently used IPS technologies are: (1) weak penetration strength of signals to penetrate building materials, inhibiting seamless connection of outdoor coordinates to indoor coordinates; hence these technologies rely on local coordinates, making them incompatible with the world geodetic system (WGS84) and universal traceability, (2) active source signals that require beacons to transmit navigation signals. In contrast, the muometric positioning system utilizes naturally abundant cosmic-ray muons signals to compensate for some of these setbacks. However, its main practical challenges are: (1) the low signal rate (~1 per 10 days for laptop-sized receivers horizontally located 50 m apart from each other) and (2) the requirement for large reference detectors (> 4 m2) above the receiver to track cosmic ray precipitation. In this work, an alternative concept called CAT navigation, which relies on the extended air shower time structure for higher rate positioning (without requiring reference detectors) is first proposed and demonstrated; it located receivers placed on the ground floors of multiple buildings (within WGS84) in conditions where other IPS methods are difficult to apply. The resultant positioning accuracy was 3-4 m (at 50 m apart), which is reasonably accurate for GPS -IPS seamless bridging, and with a laptop sized receiver the averaged positioning signal update rate was (683 s)-1 which can be improved to (170 s)-1 with a future upgrade of the data gathering electronics. By integrating CAT receivers into GPS equipped smartphones, it is anticipated that this GPS -CAT hybrid method will seamlessly connect multi-users’ coordinates from outdoor to indoor environments.