Review Management

What Is Aggregate Rating?

A combined average rating calculated from all individual customer reviews, displayed as a single score with review count.

An aggregate rating is the average score calculated from all individual customer reviews for a product, service, or business. It is typically displayed as a composite number (e.g., 4.7 out of 5) alongside the total number of reviews that contribute to that score.

How Aggregate Ratings Are Calculated

The most common method is a simple arithmetic mean:

Aggregate Rating = Sum of all ratings ÷ Number of ratings

However, some platforms use weighted calculations:

  • Recency weighting — More recent reviews carry more weight
  • Verified purchase weighting — Verified buyers' reviews count more
  • Bayesian averaging — Accounts for review volume (prevents a single 5-star review from showing as "5.0")
  • Display Standards

    Google's structured data guidelines for AggregateRating require:
  • ratingValue — The average rating (e.g., 4.7)
  • ratingCount — Total number of ratings
  • bestRating — Maximum possible rating (typically 5)
  • worstRating — Minimum possible rating (typically 1)
  • The Sweet Spot

    Research shows that the optimal aggregate rating for maximizing conversions is between 4.2 and 4.7:
  • Below 4.0: Significant conversion drop-off
  • 4.2–4.5: Highest purchase likelihood (perceived as honest and trustworthy)
  • 4.8–4.9: Slightly lower trust (perceived as "too good")
  • 5.0: Lowest trust among high ratings (perceived as potentially fake)
  • Aggregate Ratings and SEO

    Implementing AggregateRating schema markup enables star ratings in Google search results. This is one of the most impactful SEO tactics for review-rich businesses, with documented CTR increases of 20-35%.