An October 2026 analysis of 8,000 local searches reveals that AI is pulling citations almost entirely from Google Maps and your business profile. Here's why that matters for your storefront or service area.
Google's AI systems are now the first place many customers look for local recommendations. According to an October 2026 analysis of roughly 8,000 local-intent queries across 50 U.S. metros, those AI systems are pulling answers almost entirely from one source: your Google Business Profile and Google Maps data.
For business owners who relied on traditional search rankings, this is a hard reset. You no longer compete just on website content or backlinks. You compete on profile completeness and customer reviews, because AI engines cite that data directly to people asking for local services.
The analysis found that Google Business Profile information represented 28.5% of all citations across Google AI Overviews, Google AI Mode, and ChatGPT. That means your profile appears in AI recommendations not just from Google, but across multiple AI systems customers are already using.
ChatGPT users who ask "plumber near me" or "best coffee in Denver" are seeing citations that pull from Google Business Profile data. If your profile is incomplete, outdated, or missing reviews, you lose that recommendation before a customer ever lands on your website.
Local SEO didn't disappear. It evolved. The same practices that helped you rank in Google Search, reviews, hours, categories, consistency, now also determine whether AI systems recommend you first when a customer asks for your service.
How WebKing runs this
We review your Google Business Profile against the data AI systems actually read, then update it so you show up in AI-generated local recommendations and answer-engine results that your customers are already using.
AI systems like Google AI Mode, Google AI Overviews, and ChatGPT now pull citations directly from Google Maps and your business profile to answer local questions. Nearly 80% of local AI citations come from that data, so profile accuracy is now part of how customers find you.
Incomplete or incorrect information gets cited to customers asking AI for recommendations in your area. Outdated hours, missing photos, or low review counts make AI systems less likely to recommend you over competitors with complete profiles.
No, but the stakes are higher: the same profile accuracy that helped traditional Google Search now also feeds AI-generated recommendations. Reviews, hours, photos, and business category are all signals AI engines use to decide which local business to cite first.
Yes. ChatGPT cites Google Business Profile data alongside Google's own AI systems, so keeping your profile current helps you show up across multiple AI platforms customers are using to find local services.
Sources
The Lab is original analysis by WebKing. We summarize and interpret developments from the sources above for industrial, commercial, and small business owners. Figures are reported as published by their sources.
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