Direct answer
Mobile cart abandonment is usually checkout friction, not homepage creative. Baseline add-to-cart → checkout → paid by device, remove fields and fee surprises, enable Shop Pay or wallets, then measure seven-day conversion before new apps.
Fix order: measure mobile leak step → simplify checkout → accelerate payment → iterate once.