A new, large-scale international study analyzing millions of reviews from Yelp, Amazon, Twitter and Instagram, found that smaller companies consistently received higher ratings—even when the customer experience was identical. The research revealed that people were more likely to leave glowing reviews for small businesses and more forgiving when things went wrong.