TL;DR
Will AI search tools like ChatGPT and Google AI Overviews recommend my business when someone nearby needs my service?
Only if your Google Business Profile is complete, your reviews are recent, and your business is mentioned consistently across the web. AI models pull from listings, review sites, and third-party mentions — not just Google rankings. Fresh reviews and accurate data matter far more than keyword optimization.
Your map-pack ranking doesn’t matter if the customer never sees it.
More and more people in LA County are skipping the traditional Google search results entirely. They’re asking ChatGPT, Google’s AI Overview, Gemini, or Perplexity: “Who’s the best landscaper near Montebello?” or “Find me an emergency plumber in Pico Rivera right now.” Those AI systems spit out a short list of names — two or three, sometimes just one — and the customer calls whoever shows up.
If your business isn’t on that list, you didn’t lose the ranking. You lost the job.
How AI Models Actually Choose Who to Recommend
Here’s what most agencies won’t tell you: AI systems don’t rank businesses the way Google’s blue-link results do. They assemble a recommendation from a wider set of signals — and the shortlist they produce is short by design.
Research from Uberall analyzing 120,000+ AI mentions across 3,793 locations found that five different AI models — ChatGPT, Gemini, Claude, Grok, and Perplexity — each have distinct recommendation “personalities,” but they all reward the same four categories of signals: business data, authority, reviews, and social presence (what Uberall’s analysts call BARS).
None of those categories is “keyword density.” All of them are things a contractor running real trucks in real cities can actually control.
The same research found that 68% of brands are missing from AI recommendations altogether. Not ranked low — absent. That’s the gap you’re either exploiting or falling into right now.
What We Found When We Checked Montebello
We asked Google’s Maps-grounded AI for a landscaper in Montebello. We audited the 16 profiles competing for that query within 5 km of the city center — a cohort density of 0.20 profiles per square kilometer.
Only 2 of those 16 profiles were surfaced by the AI.
The gap between the profiles that got surfaced and the ones that got skipped is not subtle.
Review recency: The median AI-surfaced profile had its newest review just 106 days ago. The median skipped profile’s newest review was 1,123 days ago — over three years. That’s not a tie broken by a tiebreaker. That’s a different game entirely.
Review volume: Surfaced profiles had a median of 30 reviews. Skipped profiles had a median of 2.
One of the surfaced profiles — call it Profile A — had only 3 reviews total. But its newest review was 155 days ago, and its hours were set correctly. It made the AI’s list. Profile B, based out of Los Angeles, had 1 review from 1,207 days ago. Skipped completely.
That tells you something important: you don’t need to be the most-reviewed business in the city. You need to be active. An AI model reading your profile sees stale data and moves on.
The geography matters too. Only 5 of the 16 profiles in this cohort were actually based in Montebello. The rest were pulling from Pico Rivera (3 profiles), Rosemead (2), and other surrounding cities. Proximity still matters — but a neighbor with fresher reviews can beat you on your own turf.
On ratings: 6 of the 16 profiles sat at 4.8 stars or higher, 6 were below 4.5, and 2 had no rating at all. The 29% of skipped profiles that were missing business hours entirely didn’t stand a chance — that’s a basic data gap that signals “incomplete” to every AI model reading the profile.
The Signals You Can Control Starting This Week
The Uberall data and what we found in Montebello point to the same short list of fixes. None of them require a new website or a content calendar.
1. Complete your Google Business Profile — fully.
According to the Moz-backed SEJ session on AI visibility, your GBP is now the primary source AI models draw on — more than your website. A filled-out business description alone can mean a three-fold increase in AI mention rates for some verticals, per the Uberall study. Set your hours. Add your services. Fill in the description. Add photos. This is table stakes.
2. Get reviews more often — not just more reviews.
The 1,100-day gap in Montebello is what losing looks like. An AI model doesn’t care that you had 40 reviews in 2021. It cares what happened in the last 90 days.
Also worth noting: Google changed its Maps content policy in April 2026. You can no longer ask customers to mention a specific staff member’s name or request a set number of reviews. What still works is making it easy — a QR code on the invoice, a simple follow-up text after the job closes. Our reputation and review management service automates those follow-up requests so the ask goes out after every job without you having to remember.
3. Earn mentions beyond Google.
The Moz team noted that AI models now pull citations from review sites, Reddit threads, city forums, and local website lists — not just your GBP. A hotel website that lists local service providers. A neighborhood Facebook group where someone recommends your crew. A Yelp listing you haven’t touched in two years. All of it feeds the models.
This is why NAP consistency (your name, address, and phone number matching exactly across every platform) still matters — maybe more than it ever did. When the data conflicts, the AI skips you.
4. Keep your website readable by machines.
AI crawlers read your site the same way Google does — structured data, clear service descriptions, fast load times. If your site is hard to parse, you’re invisible to models that use it as a source. This isn’t about blogging four times a week. It’s about having a clean, well-organized site that answers the questions a customer would actually ask.
The Practical Test: Are You Even Showing Up?
Before you change anything, find out where you actually stand. Run your profile through our free Does AI Recommend You? tool — it asks ChatGPT, Perplexity, and Gemini who the best in your city are, and shows whether they name your business or your competitors. Takes two minutes.
If you’re not showing up there, also run the AI Search Readiness Score — it checks your schema, GBP completeness, review signals, and AI-crawler access, and tells you exactly what’s broken.
The Bigger Picture
A #1 map-pack ranking used to be the finish line. It’s not anymore. Google’s own team has confirmed that AI Overviews now compare options, make a decision, and in some cases book the appointment — without the customer ever visiting your website.
That’s not a future problem. It’s happening right now in Montebello, Pico Rivera, Rosemead, and every other city in LA County where someone is asking their phone who to call.
The businesses that get recommended are the ones with complete profiles, recent reviews, and consistent mentions across the web. That’s it. No exotic tactics. No AI SEO package. Just clean, current, real-world signals.
The ones getting skipped mostly have one thing in common: their last review is over a year old.
Monday morning action: Check when your most recent Google review came in. If it’s more than 60 days ago, that’s your first problem — and it’s fixable this week.