Aspirin had (though this is increasingly dated) unique cultural currency as a headache medicine for quite a while after it stopped being the overwhelmingly dominant first-line OTC remedy.

Pretty sure "causes Aspirin sales to soar" is an attempt at cleverly saying "gives people headaches"