TLDR Tech / Marketing
Why Do Small Brands Get Better Reviews? The Hidden Bias in Word of Mouth
Recent research analyzing word-of-mouth data across Yelp, Amazon, Twitter, and Instagram finds that larger companies systematically receive lower online ratings even when product quality is equal. The driver is empathy, since consumers feel a stronger emotional connection to smaller businesses and are more inclined to support them with positive reviews while sharing negatives about big brands. One restaurant comparison illustrates the gap, where a larger chain rated 3.36 stars would be predicted at 4.06 once size is statistically controlled.
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