Google’s Pet Memory fails to distinguish between household cats

The feature is designed to train Google Home systems to identify specific pets via Nest cameras, moving beyond generic animal alerts to provide granular data on which companion is currently in frame. The goal is to enable automated routines, such as triggering a smart feeder only when a specific cat approaches, rather than every time the camera detects movement.

Testing the feature across a household containing a Wirehaired Pointing Griffon, a flock of chickens, and three cats yielded disappointing results. While the technology aims to automate home life based on pet identity, the AI consistently failed to categorize the cats correctly. For those relying on smart home integration to manage multi-pet households, the current iteration of Gemini for Home remains more of a novelty than a functional tool for pet management.