What is the word that describes something that you don't notice but is always there?

The Word you're looking for is "pervasive." It describes something that is present everywhere and often goes unnoticed, yet has a significant influence on our environment or experiences. Other related terms could include "ubiquitous" or "latent," depending on the context.