I bought a house in the past year and have become a regular at Home Depot. Now that I'm aware, I have noticed that I've had very little issue with their online search. And the site tells me exactly the aisle and bay # to get it
Example of common sense HD decision: "Wait, why are we developing an app for our associates to locate items, when we could also just expose that to the customer themselves?"