ThumbnailLabs lets YouTube creators preview their thumbnail in real feed, search, and mobile layouts before uploading. Compare it against live competitor thumbnails for any keyword, get an instant CTR score based on contrast, saturation, and face detection, and run stress tests like a squint-zoom and colorblindness filters. 100% free, no login, nothing leaves your browser.