Interestingly, only 10% of consumers use a 5-star rating filter. Most people think it's too good to be true. According to research by Northwestern, purchases are most influenced by reviews with an average rating of 4.2 to 4.5 stars out of 5 — making this the ideal average star rating for purchase probability.