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The water heater dies on a Tuesday night. Ten years ago, you’d Google “plumber near me,” click through three blue links, and start dialing. Today, you open your favorite AI tool, describe the problem, and ask it who to call.
That shift isn’t unique to plumbing.
AI is moving the discovery layer for everyone: the B2B executive looking for enterprise software and the student looking for an affordable salon both start their journey with LLMs.
ChatGPT, Gemini, Perplexity, and Google AI Mode are the new front door for consumers looking for a plumber, a salon, or a place to eat tonight. And when those systems answer, they cite trustworthy sources.
But who’s the most-trusted by the LLMs for local discovery queries?
To find out, we partnered with the AI visibility experts at AirOps and tracked citations from over 28 million AI responses to local business queries. Here’s the headline:
Yelp receives 3.4x more AI citations than the next closest local discovery platform — no one else comes close.
If you run a small business, that single stat tells you a lot about the direction of AI visibility for small businesses.
But before we see how thoroughly Yelp is dominating local discovery in AI, you need to appreciate just how much AI adoption shapes how people find small businesses.
AI is Changing How Consumers Find Small Businesses, And it Starts With the Search Term.
Five years ago, generative AI was a non-factor in how people found local businesses. Today, 57% of consumers use AI tools for local business discovery monthly. And the way they’re searching has fundamentally changed.
People stopped searching for trades and started searching for problems.
Our theory? AI is training consumers to type the way they talk; long-form, specific, the language a homeowner actually uses when the water heater dies at 9pm.
Consumers now use AI as a starting point, not a final answer. They want the LLM to do the heavy lifting of parsing options, then point them to a source they can verify. The same dynamic is playing out with platforms like G2 in B2B Software.
So which sources are AI systems actually pulling from for local business searches? That’s the question we partnered with AirOps to answer.
[Download the full report: How Yelp Became the Most Trusted Source for AI Local Search]
Across Four Leading AI Platforms, Yelp Accumulated 512,680 Citations in Q4 2025
We had AirOps analyze the citations to over 28 million small business queries across ChatGPT, Gemini, Perplexity, and Google AI Mode in the final quarter of 2025.
We then tracked how often six leading local discovery platforms earned an AI citation to see who had the biggest influence on the answer. We looked at:
- Yelp
- Better Business Bureau (BBB)
- Angi
- Thumbtack
- HomeAdvisor
- Nextdoor
It wasn’t even close: Yelp accumulated 512,680 citations in just three months, more than the other 5 brands combined and 3.4x more than the next closest competitor.
Yelp’s dominance was powered by two main AI models: Google AI Mode and Perplexity.
On Google AI Mode, Yelp captured 72.5% of all citations in the competitive set.
On Perplexity, Yelp holds a 62.1% share with a 4.9x lead over the next closest competitor.
AI reliance on local discovery platforms for source material is increasing across the board, but Yelp takes it to the next level. Between September and November 2025, while total AI citations across all sources grew roughly 3x, Yelp’s grew by 19x.
This shouldn’t come as a surprise…consumers don’t trust AI alone. They trust AI recommendations that are backed by real people.
AI platforms know consumers want answers they can verify. So they cite the sources that consumers find credible. This is why review sites like G2 are so influential in AI answers for B2B software queries.
It’s no surprise Yelp shows up more than any other source, it has the reviews, the photos, and the structured business data.
The impact of this credibility moat is even more pronounced when people ask AI “near me” queries.
Over 50% of Yelp’s Citations Are From “Near Me” Queries
When someone asks an AI platform to find a nearby service provider, Yelp appears more often than every competitor combined.
Our data shows Yelp generated approximately 290,000 “near me” citations in Q4 2025. The other five competitors in the analysis totaled roughly 87,000.
In other words, Yelp shapes AI responses to location-specific recommendations 3.3x more often than the rest of the field.
Zooming into home services, “near me” queries tell a powerful story across Perplexity and Google AI Mode.
Cleaning and plumbing each generate over 2,100 Yelp-cited “near me” answers. The total across all home service categories exceeds 66,000 “near me” answers citing Yelp on just two platforms.
The AI equivalent of “near me” SEO runs through Yelp review pages.
91–97% of AI Citations Come From Category Queries
One finding that should challenge how most businesses think about discovery in the generative engine optimization era: focus on category presence, not just brand.
Every month during our analysis period, the vast majority of Yelp citations came from category queries like “best plumber in Austin,” and “top-rated cleaning service near me,” not brand searches.
And the gap grew wider over time, from 91.1% in September to 96.8% by October.
Here’s what’s going on.
AI surfaces Yelp for evaluative queries; the ones where someone is comparing, considering, or trying to make a decision. “Best.” “Top-rated.” “Near me.” “Reviews of.” Those queries dominate the citation pie.
Brand-name queries are a smaller slice, and they produce roughly half the citation density of evaluative queries.
Again, this tracks with how consumers say they actually use AI search. They want sources, reviews, and proof, and they want them most when they’re still deciding between options.
That doesn’t mean brand recognition is worthless. It means brand recognition alone won’t get you cited. The citations are happening upstream, in the consideration phase, when consumers are still deciding who to consider.
Yelp’s Influence on AI is Strongest in the Beauty and Restaurant Industries
The data from two particular industries clarifies the story about Yelp’s AI dominance.
Beauty and personal care is Yelp’s single largest vertical across the 4 AI models we tracked, accounting for 24.1% of every Yelp citation tracked.
Nearly half of those (46.9%) come from “near me” queries, the highest proximity concentration of any category in the dataset. Yelp even out-cites platforms like StyleSeat (9.4x) and Vagaro (12x) that were built specifically for the beauty industry.
When someone asks AI for a salon, barber, or nail tech nearby, Yelp influences the answer more than any other source, by a wide margin.
Restaurants are a different story, and worth paying attention to for a different reason. The competitive field is broader, with TripAdvisor, UberEats, DoorDash, and OpenTable all competing for citations in this space.
But Yelp dominates AI influence here too, generating 14,100 restaurant citations in Q4 2025, more than TripAdvisor (4,327), UberEats (4,123), DoorDash (2,506), OpenTable (2,357), and Instacart (1,148) combined.
Here’s what makes Yelp’s influence in the restaurant space so important: 26.4% of restaurant queries carry commercial intent, nearly three times the rate in beauty. People asking AI about restaurants are closer to spending money than almost any other category tracked. A well-optimized restaurant listing on Yelp is discovered by people who are ready to act.
And in Home Services, the Multiplier Effect is Real
Home services is where I want every local business owner to pay extra attention, because the math here is wild.
On Perplexity, just 24 unique “plumber near me” queries generated 1,168 Yelp-cited answers in a single quarter. That’s a 49x multiplier. The same handful of questions, asked over and over, pulling from the same source every time.
For handyman services, it’s even more extreme. Four unique “near me” questions produced 332 Yelp-cited answers across two AI platforms.
Put another way, the old way of ranking for a thousand keywords is gone. AI-powered discovery means you only need to make sure you are the answer to the 10–75 queries that actually matter for your category. And right now, the source AI trusts overwhelmingly for most of those answers is Yelp.
If you run a plumbing business, an HVAC company, a handyman service, a roofing crew; this is the most consequential shift in lead generation you’ll see this decade. Yelp generated 125 million home services leads on its platform alone last year.
The AI citation data suggests that influence is now being amplified across every AI platform consumers use.
So What Does This Mean for Local Businesses?
The data overwhelmingly shows that AI relies on Yelp. To win, local businesses must invest in and prioritize their Yelp presence.
- The buyer journey is now a single, 24-hour AI session, so make sure your business is ready for this rapid, one-step discovery process.
- A complete, accurate Yelp page — with photos, hours, and quick review responses — is your critical new AI front door for local discovery.
- Focus on winning the small set of 10-75 high-intent, category-specific queries (e.g., “best plumber near me”) that AI asks repeatedly.
Add or claim your Yelp business page today and start collecting the social proof that AI models rely on for recommendations.
If you want more data on how Yelp is the dominant influence shaping local search in the AI era, access the full report now.
[How Yelp Became the Most Trusted Source for AI Local Search]
