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