The way prospective customers find local service businesses is changing — and most of them do not realize it. In the two years since Google launched AI Overviews and ChatGPT crossed mainstream adoption, the path from “I need someone to handle this” to “I’m calling this company” no longer runs through ten blue links on a Google results page. It increasingly runs through an AI-generated answer that names two or three businesses by default.
Most users do not know they are using AI search. In May 2026, Google removed the word “Search” from the Android prompt entirely — it now reads “Ask Google” — and made AI Mode the default search experience across desktop and mobile worldwide ([Google, May 2026](https://blog.google/products/search/)). Chrome silently installed a 4 GB on-device AI model (Gemini Nano) on user machines without explicit consent ([HotHardware, May 2026](https://hothardware.com/)). For the average person searching for a San Antonio plumber, the experience feels like Google — but the answer they see has been generated by AI, drawing from a small set of sources the AI chose to cite.
The shift is measurable. AI Overviews now appear on 48% to 60% of U.S. searches, up roughly fourfold in the past 15 months ([QuickSEO, May 2026](https://quickseo.com/); [Analyze AI, May 2026](https://analyzeai.com/)). Google’s AI Mode has surpassed one billion monthly active users, with approximately 93% of those queries ending in zero clicks to any traditional website ([Google, May 2026](https://blog.google/)). Click-through rates on traditional organic results have nearly halved on queries where an AI Overview appears ([Pew Research via Semrush, February 2026](https://www.semrush.com/)).
For a local business, the implication is concrete. The first impression a prospective customer forms is increasingly not created on your website — it is created by an AI answering their question, often without the customer realizing AI was involved at all. Whether the business is named in that answer determines whether the website is ever visited. Traditional SEO measures keyword rank; this audit measures something different — AI citation share — the percentage of relevant queries in which an AI assistant cites the business by name. It is the new equivalent of being on page one of Google in 2010. Over 99% of searchers interact only with results on the first page of Google, the #1 result captures roughly 27.6% of all clicks, and only 0.63% of users click anything on page two ([DemandSage, 2026](https://www.demandsage.com/seo-statistics/)).
Local search has merged with AI search. When a homeowner asks Siri, Google Assistant, ChatGPT, or Perplexity for “plumber near me,” the answer is drawn from three intertwined sources: the Google Business Profile, third-party directories (Yelp, BBB, HomeAdvisor, Angi, NPMA), and structured schema markup on the company website. A weak signal on any one of the three reduces visibility on all three. This audit measures all three together because the AI does not separate them.
Our Procedure
Query design
At Not-Just-AI Advisors, I evaluate how well a business shows up in AI search by running a 14-query audit built around real buyer intent. I test whether AI can recognize your brand, how you stack up against competitors, and whether you appear for the service-level searches that drive revenue.
The real value lies in comparison and service-specific queries — the moments when customers are actively shopping, open to switching providers, and ready to choose the company that offers the clearest value. Most local businesses will discover this shift the way they discovered mobile search in 2014 — by watching their phones stop ringing. The firms that get cited by AI today are the ones that will fill their calendars in 2027.
What To Do Next
If your business serves San Antonio and you operate in law firms, healthcare, or professional services, I will run the audit at no cost in exchange for permission to publish the findings (anonymized if you prefer). Three businesses per month — one free audit each.
Reply to this post, email hello@notjustaiadvisors.com, or book a 30-minute walk-through at cal.com/philhelsel/intro.