Scratched my own itch. Was freelancing for clients back then, just putting together simple WordPress websites. A lot of them needed a newsletter sign-up form and wanted something that kept them on their own sites.

So I built a generic "newsletter sign-up" plugin and then noticed that a lot of my users were using Mailchimp, so then I built one tailored for Mailchimp too.