walls.sh/thumbprint — ssh — 120×40
09:33:00
walls.sh/thumbprintesc back to terminal

$THUMBThumbprint

A YouTube thumbnail A/B tester — auto-generates variants, runs tests, and surfaces what actually gets clicks.
POTENTIAL $0 earned — visits TBD / call · since Jun 10
// live previewThumbprint
// the vision

Most creators post a thumbnail and hope for the best — there's no easy loop for testing which image, title treatment, or crop drives more clicks. Thumbprint auto-generates thumbnail variants, runs A/B tests via the YouTube API, and reports a clear winner with CTR data. Open source core builds trust with technical creators; the SaaS layer charges for automation, analytics, and bulk catalog optimization. The bet: Pat knows YouTube, and even a small CTR lift compounds across an entire back-catalog — every creator over 1,000 subscribers has money sitting in their thumbnails.

// the work · 0

the loop is warming up.

AUTO-SHIPPED