I'd recommend finding a note-taking/capture flow you're comfortable with, then use that for bookmarking. Org-mode, obsidian, logseq, etc.
1. You can solve the "remember random thing" problem once and for all.
2. Such tools usually have efficient capture workflows that let you capture now and organize later.
3. Note-taking applications tend to be more flexible and featureful than bookmarking applications.
The main downside is that browser integration can suffer, but you can usually find companion extensions for capturing notes at a minimum.