By Ethan LafranceFounderUpdated ·
How AI decides which local businesses to recommend
AI assistants recommend businesses they can verify. Not the biggest, not the oldest, not even always the best: the ones whose evidence holds up. As of 2026, here is how that decision works, in plain English.
The decision
One answer, built from evidence
When someone asks an assistant who to call, 45% of consumers now do exactly that for local businesses, up from 6% a year ago[1], the assistant does not search the way you do. It gathers what it knows and trusts about the businesses in your area, weighs the evidence, and speaks two or three names with confidence.
It is not guessing, and it is not random. It is closer to a careful referral: the assistant only vouches for businesses it can verify, because its own credibility is on the line.
The evidence
The four piles it weighs
Listings that agree
The assistant checks what Google, Apple Maps, and the directories for your trade say about you. When they all give the same name, phone, and hours, you read as real. When they disagree, you read as risky.
Reviews with a pulse
How many, how recent, and whether the owner responds. Reviews are the closest thing AI has to word of mouth, and it can tell the difference between a living reputation and an old trophy case.
A website it can actually read
Before recommending you, AI tools send a reader to your site to confirm what you do and where. If the site blocks them or buries the basics, there is nothing to confirm.
Mentions in sources it trusts
Local press, established directories, industry associations. Every trusted mention is a vouch. Businesses nobody vouches for rarely make the answer.
Freshness threads through all four: AI assistants cite content 25.7% fresher than what traditional search ranks.[2]
The catch
Why ranking on Google doesn't carry over
Fewer than half of the businesses leading traditional local search are also among the most AI-recommended.[3] Search rankings and AI recommendations weigh different evidence, which is why a business can win one and lose the other without anyone noticing.
If you want to know which side of that line you are on, the place to start is the free analysis: your score, the why behind it, and the path forward. The background reading is What is AEO?
Questions
Related questions
Does AI use my Google ranking to decide?
Only loosely. Fewer than half of the businesses leading traditional local search are also among the most AI-recommended, because assistants weigh listings, reviews, readability, and trusted mentions rather than search position.
How long until AI starts recommending me?
Listings and readability fixes tend to get re-read within weeks. Movement in the actual answers usually takes one to three months, because review and mention signals compound more slowly.
Do Gemini and Perplexity decide the same way?
The same four kinds of evidence matter, but each assistant reads its own mix of sources and weighs them differently, so a business can be named by one and missed by another.
Find out if AI recommends you
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