Inflation Related Reviews Reach Record High in Q4, According to the Yelp Economic Average

New Business Openings Increase Nearing Pre-pandemic Levels in 2021

New business openings increased in 2021, nearing pre-pandemic levels. (Graphic: Business Wire)

SAN FRANCISCO--()--Yelp Inc. (NYSE: YELP), the company that connects people with great local businesses, today released fourth quarter 2021 data for the Yelp Economic Average (YEA) report, a benchmark of local economic strength in the U.S. The Q4 2021 YEA report reveals consumers described more inflationary experiences within their reviews on Yelp in 2021 than ever before. Last year also brought an increase in new business growth with nightlife, beauty, and hotels and travel businesses making a comeback. While the omicron variant surged in Q4, increases in consumer interest across several categories signaled a return to travel and social activities.

In Q4, consumer reviews mentioning higher cost of goods and services grew, reaching a five year peak after dipping at the onset of the pandemic, a 29% increase from Q4 2020 and a 49% increase from the 5 year low in Q2 2020. As consumer concerns about inflation reached a record high, Yelp data also revealed an increase in people searching for higher cost businesses.

“In 2021 we saw consumer behavior continue to adapt to the new normal that is pandemic life,” said Pria Mudan, data science leader at Yelp. “Our data shows a record peak of mentions of rising prices in reviews as businesses face inflation, alongside supply and labor issues. At the same time, growth in people searching for higher cost businesses on Yelp, and renewed interest in travel and event categories could be a positive sign for local economic recovery.”

Concerns About Inflation Reached Record High on Yelp, yet Consumers Continued to Search for Higher Cost Businesses

According to Yelp data, reviews have consistently reflected increasing prices at local businesses since 2015. At the onset of the pandemic, this sentiment decreased suddenly in Q2 2020, but quickly rebounded to near pre-pandemic levels by the following quarter in Q3 2020, before reaching a five year peak in Q4 2021. Yet in 2021, searches have increased for businesses designated “$$$$” (the highest price point on Yelp) by 56%, and “$$$” by 31% from 2020. Simultaneously, searches for “$” and “$$” businesses have decreased 24% and 8%, respectively, during the same time period.

New Business Growth Nears Pre-pandemic Levels

In 2021, business openings increased by 8% to 559,715 up from 517,231 in 2020. Nightlife (9,344 new businesses), hotels and travel (12,396), beauty (42,540) and local services (60,069) categories on Yelp had the largest percentage increases year-over-year, rising 26%, 23%, 14% and 15% respectively in 2021. Restaurant and food new business openings (74,616) also increased 10% from 2020 (67,611). Overall new business growth was near pre-pandemic levels decreasing only 1% in 2021 compared to 2019.

Consumer Interest Changes Point to a Return to Travel, Events and Communal Dining

Yelp data shows an increase in consumer interest for activities that point to a desire to blend pre-pandemic norms with our current reality. In Q4 2021, consumer interest on Yelp increased for several travel, events and communal dining categories including DJs (up 110%), photo booth rentals (144%), luggage storage (101%), airport shuttles (66%), dinner theater (97%), and buffets (31%) – all above Q4 2020 levels.

Read the full report, as well as previous YEA reports, at Assets and images from the Q4 2021 YEA report can be found here. For more information and Yelp’s latest company metrics, visit:


Price Range Filter Usage

There are currently 4 pricing tiers ($, $$, $$$, and $$$$) on Yelp and the pricing tier of a business is voted on by Yelp users. Consumers can use the price range filter when searching for businesses on Yelp. The share of different pricing tiers used by consumers signals their general willingness to spend.

Review Text Inflation / Disinflation Sentiment Ratio

To observe the sentiment of Yelp consumers over time, we analyzed review text from 2015 through 2021. Yelp examined consumers’ experience of inflationary situations, such as rising prices for goods and services and compared that experience to the inverse scenario of disinflation, which includes sentiments indicating stable prices. The ratio is calculated as the volume of review text phrases indicating consumer sentiment of inflation vs. consumer sentiment of disinflation, normalized by the number of times per million the groups of phrases appeared in reviews. This ratio was calculated quarterly and deseasonalized via the index method using the previous 5 years (2015 - 2019). A ratio above 1.0 indicates overall consumer sentiment of inflation and below 1.0 indicates disinflation sentiment. This was calculated on a national basis across all major Yelp categories. Changes in the ratio are quarter-over-quarter percent changes.

New Business Openings

Openings are determined by counting new businesses listed on Yelp, which are added by either business representatives or Yelp users. Openings are adjusted year-over-year, meaning openings are measured relative to the same time period in the previous period for the same business categories and geographic locations. This adjustment corrects for both seasonality and any differences in the baseline level of Yelp coverage in any given category and geography.

Consumer Interest

We measure consumer interest by looking at select actions users take to connect with businesses on Yelp: such as viewing business pages, or posting photos or reviews.

Changes in consumer interest for each category were measured by comparing year-over-year data from Q4 2021 and Q4 2020, focusing on each category’s share of all consumer actions in its root category

About Yelp Inc.

Yelp Inc. ( connects people with great local businesses. With unmatched local business information, photos and review content, Yelp provides a one-stop local platform for consumers to discover, connect and transact with local businesses of all sizes by making it easy to request a quote, join a waitlist, and make a reservation, appointment or purchase. Yelp was founded in San Francisco in July 2004.


Yelp Inc.
Nick Spence



Yelp Inc.
Nick Spence