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Thumbnail Labs

Preview, score, and stress-test your YouTube thumbnail

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.

Top comment

I kept noticing the same gap: creators judge thumbnails in isolation — in Photoshop, in Canva — but that's never how a viewer actually sees them. A thumbnail that looks strong on its own can completely disappear once it's sitting next to nine other videos fighting for the same click in a real feed. I wanted to close that gap before upload, not after.

About Thumbnail Labs on Product Hunt

Preview, score, and stress-test your YouTube thumbnail

Thumbnail Labs was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #42 on the daily leaderboard. 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.

On the analytics side, Thumbnail Labs competes within Design Tools, Marketing and YouTube — topics that collectively have 746.9k followers on Product Hunt. The dashboard above tracks how Thumbnail Labs performed against the three products that launched closest to it on the same day.

Who hunted Thumbnail Labs?

Thumbnail Labs was hunted by Mark Ron. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

For a complete overview of Thumbnail Labs including community comment highlights and product details, visit the product overview.