The following document outlines Birdeye’s scoring methodology for the annual Birdeye Best Business Awards, that scores products and vendors based on reviews gathered from our user community, as well as data aggregated from online sources and social networks. We apply a unique proprietary algorithm to this data to calculate customer satisfaction scores in real-time. The review data is aggregated from publically-available review sites like Google, Facebook, Birdeye, and others.
Birdeye ranks businesses based on reviews posted across the Internet applying a proprietary algorithm to this data to calculate the business’ score while taking a variety of different factors into account. The information shown reflects scores calculated using the Birdeye results algorithm v1.0 (beta).
The factors taken into account include:
In order to avoid manipulation from competitors, Birdeye takes steps to identify reviews that may be spam or slander. Birdeye’s Natural Language Processing engine Athena identifies these reviews so that they will not be taken into account when determining award placement.
In order to qualify, businesses need to maintain the following:
The data gathered is a snapshot of the time period June 20, 2018 - June 20, 2019. Reviews posted after June 20, 2019 are not being taken into account for the rating.
The Birdeye algorithm applies a decay to reviews based on the date of their last update. Reviews contribute less towards a business’s overall score as they age. This is done so that more recent reviews that may better represent the current state of the business are given more weight. This decay is compounded on a monthly basis. The rate roughly equates to -4% per month.
Birdeye’s ranking for top businesses is a combination of different metrics including, but not limited to, user ratings, user reviews, recency and volume of reviews. All rankings are relative to other businesses in the same city.