How the Surge of Online Reviews Is Undermining Everyday Choices

The proliferation of consumer reviews online is creating decision fatigue and reducing satisfaction, prompting experts to warn against over-reliance on ratings.

A growing number of U.S. consumers treat every purchase as a research project, scouring platforms like Wirecutter, Reddit, Yelp and Amazon for star ratings and written feedback. While this democratization of information was once praised, psychologists Barry Schwartz and Michael Luca now warn that the sheer volume of opinions creates anxiety, decision paralysis and lower overall satisfaction. AI-driven summarization tools, though intended to simplify choices, can distort the nuance of reviews and sometimes amplify inaccurate or fabricated comments.

Fake reviews, facilitated by AI and a thriving underground market, persist despite the Federal Trade Commission's 2024 rule against deceptive ratings. Industry voices such as Bazaarvoice's Doug Straton highlight the difficulty of distinguishing genuine sentiment from superficial metrics. Researchers like Sheena Iyengar recommend that shoppers clarify their own goals and accept "good enough" options rather than chasing an elusive perfect choice. The piece underscores that while reviews remain useful, over-optimization can erode spontaneity and increase consumer stress.