31% of consumers now ignore businesses below 4.5 stars. Last year it was 17%.

I was researching today's article on how star ratings translate into revenue, working through BrightLocal's Local Consumer Review Survey 2026 — published in April 2026, based on 1,002 US adults surveyed that February. One number stopped me: the share of consumers who will only use businesses rated 4.5 stars or higher jumped from 17% in 2025 to 31% in 2026. Nearly doubled in a single year.

That's not a slow trend. That's a step-change in what "acceptable rating" means to a US consumer, and it happened while most small businesses weren't looking.

What actually changed in the survey

BrightLocal has run this survey annually for over a decade. This year's methodology: 1,002 US adult consumers, SurveyMonkey panel, February 2026 — same shape as previous years, so the comparison is clean.

The specific numbers, all from the 2026 report:

• 31% of consumers will only use businesses with 4.5+ stars, up from 17% in 2025
• 68% will only use businesses with 4.0+ stars, up from 55% in 2025
• 92% say star ratings affect their decision when choosing a local business
• 41% "always" read reviews when browsing for businesses, up from 29% in 2025
• 74% only care about reviews written in the last 90 days

Every number in that list moved the same direction year-over-year. Not just the headline figure — the whole survey shifted toward stricter consumer expectations across every measurement. That pattern matters more than any single number does on its own.

Why "nearly doubled in one year" is unusual

Consumer preferences on something like this usually move by 2 to 4 percentage points a year. A 14-point jump in a single year, 17% to 31%, isn't survey noise. Something changed in how US consumers evaluate local businesses in 2025.

BrightLocal's own reading points to the economy: growth ran faster than expected in 2025 after tariff-driven price increases early in the year, and product quality declined across several categories at the same time. Higher prices plus lower quality means consumers do more research before choosing who to trust with the transaction. They checked six review sites on average this year, up from prior surveys. AI tools like ChatGPT surged from 6% to 45% of consumers using them for local recommendations.

The rating floor is part of that broader research intensification. When you're paying more and getting less elsewhere, you get more selective about which businesses you're willing to risk it on at all. Read that way, the 4.5 cliff isn't consumers becoming pickier in the abstract — it's consumers protecting themselves in a harder buying environment. The enforcement side of this same year moved in the same direction: Google's kiosk ban tightened right as consumer tolerance did, both pushing in the same direction at once.

What this actually means if you're at 4.3 stars

The average local business in the US sits between 4.2 and 4.5 stars. If yours is at 4.3, here's what changed for you between 2025 and 2026, without you doing anything differently:

• In 2025, 17% of consumers were filtering you out at the 4.5 cliff. 83% would still consider you.
• In 2026, 31% are filtering you out at the same cliff. Only 69% would still consider you.
• You lost 14 percentage points of your consideration pool without your rating moving at all.

That's the part that's hard to see from inside a business. A business sitting at 4.3 in 2025 that stayed at exactly 4.3 through 2026 didn't decline. The bar underneath it moved. Same rating, smaller pool of consumers willing to engage with it. The math on what a single lost review costs becomes more urgent once you see the floor rising under it like this — the same review costs more today than it would have a year ago.

If the cliff keeps moving the same direction next year, and there's no reason yet to think it won't, 4.3 in 2027 will look worse than 4.3 looks in 2026. The rating stays still. The interpretation shifts under it.

What I'm doing with the finding

The finding changed something small in how I'm building the product. I've been treating "get your rating up" as roughly linear — every review helps, more is better, keep asking. That's still directionally true. But the cliff data means the specific range a business sits in matters more than the total review volume.

A business at 4.4 that moves to 4.5 in 2026 gains meaningfully more than a business at 4.6 that moves to 4.7. Same 0.1 rating change. Different revenue impact, because one crosses the cliff and the other doesn't.

I don't have a clean answer yet for what that means at the product level — showing customers where the cliffs sit relative to their current rating, probably. But the finding was worth surfacing before I lost it, which is why it's in today's blog instead of just a note to myself. The full changelog for today is here.