Every product I worked on began in almost the same way.
Before sketching ideas or opening Figma, I spent hours searching for references. If I needed to design a wallet funding flow, a checkout experience, or an onboarding journey, I downloaded several apps, created new accounts, navigated through each experience, took screenshots, and organised everything into folders I hoped I would remember later (plot twist, I never did)
Over time, my little collection grew into hundreds of images spread across different folders and projects. Finding a specific pattern often meant repeating the same research because I couldn't remember where I had saved it. More importantly, none of that work benefited anyone else. Every project started from scratch, even though someone had already done the same research before. The more designers I spoke with and teams I joined, the more familiar this workflow became. Everyone had their own collection of screenshots. Some organised them in folders. Others dumped them in Figma files or on their phones.
Clearly, problem wasn't a lack of inspiration, it was lack of shared knowledge and access.