Online reviews report: how customers use reviews to choose a business

Online review statistics show that almost every customer checks reviews before choosing a local business, and that their standards are getting stricter. The most detailed data comes from BrightLocal's annual Local Consumer Review Survey, which has tracked U.S. consumers for more than a decade. Its 2026 edition, published in February 2026, surveyed 1,002 U.S. adults.

This report compiles that survey with BrightLocal's 2025 edition, its 15-year historical trends analysis, academic research from Northwestern University's Spiegel Research Center and the Federal Trade Commission's 2024 rule on fake reviews. Together they answer the questions a service business team actually has: how many reviews you need, what rating customers accept, and how much replies matter.

Nearly all of them. BrightLocal's 2026 survey found 97% of consumers read reviews for local businesses, and 41% always read them when looking for a business, up from 29% in 2025. In the 2025 edition, only 4% said they never read online reviews.

Trust has shifted, though. BrightLocal's historical trends report shows trust in reviews peaked in 2016 and 2017, when 84% said they trusted reviews as much as personal recommendations. In the 2025 survey that figure was 42%. People still read reviews, but they read them more critically and across more sources.

Google remains the most used review source, but its share is falling as people spread out. BrightLocal's 2026 survey found 71% of consumers used Google to read reviews, down from 83% in 2025. Consumers used an average of six review sites.

The biggest change was AI tools. BrightLocal reported that 45% of consumers used AI tools such as ChatGPT to research businesses in 2026, up from 6% the year before, making them the third most used source. Apple Maps nearly doubled, from 14% to 27%. A jump that large in one year is worth watching in next year's data before treating it as settled, but the direction is clear: reviews now feed into more places than a Google listing.

Most people also cross-check. In BrightLocal's 2025 survey, 74% used two or more review sites and only 27% relied on a single site. A strong Google rating paired with a weak or empty presence elsewhere can raise questions for careful buyers.

Most customers want at least four stars. BrightLocal's 2026 survey found 68% will only use a business rated four stars or more, 31% want 4.5 or more, and 10% will only use a business with five stars.

A perfect score is not the goal, though. Northwestern's Spiegel Research Center, studying product reviews, found purchase likelihood typically peaks between 4.0 and 4.7 stars and then declines as ratings approach 5.0. Shoppers tend to read a flawless rating as less believable. For a med spa or an auto repair shop, a 4.7 with detailed reviews and a few handled complaints can look more credible than a thin 5.0.

Count and recency both carry weight. BrightLocal's 2026 survey found 47% of consumers will not use a business with fewer than 20 reviews, 74% only consider reviews from the last three months, and 32% look for reviews from the last two weeks, up from 20%.

Spiegel's research points to the value of the first few reviews. A product with five reviews had a purchase likelihood 270% greater than one with none, and the marginal benefit of more reviews diminished quickly after the first five. The effect was larger for higher-priced items, with conversion rising 380% versus 190% for lower-priced ones. That matters for services with a large ticket, such as a legal matter, a cosmetic treatment or a wedding booking. Taken together, the research suggests a steady flow of new reviews does more than a large pile of old ones.

Who writes the review matters as well. Spiegel found that a verified buyer badge improved the odds of purchase by 15%, and that reviews from verified buyers skewed more positive than anonymous ones. For a service business, reviews left by real, recent clients on Google or an industry site carry more weight than a page of unattributed testimonials on your own website.

Yes. BrightLocal's 2026 survey found 89% of consumers expect businesses to respond to reviews, 80% are likely to use a business that responds to all reviews, and 42% are unlikely to use one that never responds. Speed expectations are rising: 19% expect a same-day reply, up from 6%, and 81% expect one within a week.

Quality counts as much as coverage. Half of consumers in the 2026 survey said they are put off by generic or templated responses. A reply that names the service, thanks the person specifically and, for a complaint, offers a clear next step reads very differently from a copied line.

AI review summaries are now widely read. BrightLocal's 2026 survey found 82% of consumers read AI-generated review summaries, 23% would rely on them alone, and 18% skip them. In the 2025 survey, 46% said they would be suspicious of a review written by AI.

Consumers also want fake reviews punished: 97% in the 2026 survey said businesses should face consequences, and 57% want businesses caught faking reviews banned from review platforms. The law now backs that view. In August 2024 the Federal Trade Commission announced a final rule banning fake reviews and testimonials, incentives conditioned on a particular sentiment, undisclosed insider reviews and review suppression through threats or intimidation, and it allows the FTC to seek civil penalties against knowing violators.

Timing expectations differ, even if the basic habits are similar. BrightLocal's 2025 survey asked when customers expect to be asked for a review. In food and drink, 48% expected a request by the following day, and a quarter of that group expected it the same day. For beauty, entertainment, healthcare, real estate and other services, most expected a request within about three days to a week.

That lines up with how these services are experienced. A restaurant meal is judged in the moment, while the result of a dental treatment, a facial or a closing on a house takes a few days to settle. Matching the request to that window makes it feel natural rather than pushy.

Platform mix also varies by sector. BrightLocal's historical trends report noted that 7% of consumers used Healthgrades to read reviews in 2025, a reminder that a medical or wellness practice should check its industry directories alongside Google. A law firm, a property manager or a wedding venue will have its own niche sites worth monitoring for the same reason.

The data points to a review program built on steady volume, recent reviews, honest ratings and real replies. Asking matters: BrightLocal's 2026 survey found 78% of consumers were asked for a review in the past year, and 28% will always write one when asked, up from 16%. In the 2025 survey, email was the most likely request method to produce a review, at 40%.

A dental office, a salon and an auto shop can all apply the same routine. Monvell's Marketing work includes review generation and reply drafting built around these steps, so requests go out on time and responses stay specific.

• Ask every satisfied customer, at the right moment for your industry. BrightLocal found healthcare, beauty and service customers typically expect a request within three days to a week.
• Aim for a steady weekly flow so your newest reviews are always within the last three months.
• Reply to every review, positive and negative, and avoid templated language.
• Never buy reviews, offer rewards only for positive ones or post reviews from staff without disclosure. The FTC rule covers all three.
• Watch how your business appears in AI summaries and on Apple Maps as well as Google.