The most common mistakes in e-liquid reviews are trusting star ratings without reading the text, treating all negative reviews as product flaws, and ignoring context like device type or flavor profile. The fix is to analyze reviews thematically—look for repeated words and usage context—and use that to guide your buying decisions.