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Packaging Lab

Pre-publish CTR reads on thumbnails and titles, and real A/B tests measured against your own impressions data — not a generic model's guess.

Your training set

0 thumbnail feature snapshots logged · 0 with real observed CTR. Every test grows a prediction dataset trained on your audience — the one thing nobody can copy.

PNG/JPEG/WebP, max 2MB. Scored against high-CTR patterns — directional, not a promise.