Almost all of us rely on Incognito mode at some point, whether in Safari, Chrome, or even YouTube. It lets you browse freely without saving your search history. This mode works very well, from quick one-off searches to keeping recommendations clean.
Source: I stopped using incognito on YouTube when I found this simple trick
