Pre-Publication Viral Optimizer
TikTok A/B Thumbnail & Title Simulator
Compare two title hooks and cover frames side-by-side inside a realistic mobile FYP frame to predict which variant achieves higher retention and click-through rate.
Variant APredicted Score: 89/100
Variant BPredicted Score: 82/100
Recommendation: Publish Variant A
Variant A is projected to generate ~10% to 15% higher initial hook retention.
- Curiosity Gap: Clear premise without spoiling the conclusion.
- UI Safe Margin: Title fits before TikTok folds captions with '...more'.
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@creator.growth
Stop scrolling if you want to make $10k this month without showing your face #business #sidehustle #fyp
original sound - Viral Beats Lab