Interesting Amazon shows up there who doesn't use CloudFlare.
I'd just chalk that up to DownDetector having a false positive. They aren't directly looking at those services but rely on sources such as users checking Downdetector and reporting problems, sentiment analysis of social media, etc.
https://downdetector.com/
Shopify admin pages and "some storefront images" were down for a few hours and I suspect its related to this cloudflare outtage.