If anyone is interested in running their own self guided experiments, I made an app for this called Reflect [1]. You can run self guided experiments for anything you can model as a metric in the app. We got in the top 3 on ProductHunt not too long ago [2], and I just wrote about an experiment I did with nootropic coffee [3].
[1] https://apps.apple.com/us/app/reflect-track-anything/id64638...
[2] https://www.producthunt.com/products/reflect-c052fea3-a982-4...
[3] https://open.substack.com/pub/reflectapp/p/my-experience-wit...