Lime (bikes) is a data company (ktoya.me) AI

An author uses a GDPR data request to obtain three years of their Lime bike history, then analyzes the trip and app logs with Claude to build dashboards and identify patterns. The analysis includes their spend, ride frequency, and loyalty segmentation, and it also infers likely home/work locations and routine stopovers (e.g., gym, brunch, a regular Tuesday appointment) from GPS timing. The post argues that similar approaches can be applied to other EU/UK consumer apps that store data, using an AI agent to explore and visualize it.