Small Businesses Need a Business Identity AI Can Rely On
By Melinda Starbird — October 12, 2026
A customer asks an AI assistant for a place to stay with a kitchen, room for a dog, and late check-in. An independent inn might be exactly right. But its website says “pet-friendly,” an old directory says “no pets,” and the kitchen appears only in a photograph.
The owner could publish another blog post. The immediate problem would still be there: the available information does not give a dependable answer to the customer’s question.
This is the part of the AI conversation I want more small-business owners to hear. Visibility matters. So does the business record underneath it. When that record is incomplete or contradictory, more exposure can mean more people receiving the wrong information.
What the research actually tells us
Pew Research Center studied browsing activity from 900 U.S. adults in March 2025. Visits to Google results with an AI summary led to a click on a traditional result 8% of the time, compared with 15% without a summary. That is evidence of different browsing behavior in that study, not a forecast for every local business. Pew also notes that it collected the search results later, in April, and that AI summaries can change. [1]
The practical implication is worth considering even without a sweeping prediction. If a customer can learn about your business without visiting your website, the information encountered elsewhere deserves attention.
That does not mean abandoning ordinary search. Google’s guidance says its existing SEO practices remain relevant to AI Overviews and AI Mode. No special AI schema or additional machine-readable file is required for inclusion. Eligibility still does not guarantee that a page will appear. [2]
Give the business record some substance
A useful business identity connects the real business to its website, location, public contact details, and authorized representatives. It also connects those facts to evidence. Which information came from the owner? What has another source confirmed? When was it checked?
Then come the details that help someone decide: services, amenities, restrictions, service area, and the available ways to contact or transact with the business.
For our hypothetical inn, “kitchen” needs clarification. A microwave in the lobby, a shared kitchen, and a kitchen inside the room are different offers. “Late check-in” needs a process and a cutoff. None of those details becomes more accurate because it appears inside well-formatted code.
M+C Saatchi Performance’s industry overview recommends looking beyond a company’s own website to relevant third-party coverage and consistent descriptions. That is useful editorial advice. It does not establish that any particular directory is an authoritative source for every AI system. [3]
The work an owner can start now
Take one service or product that matters to your business. Read its description on your website and on the outside pages customers are likely to encounter. Follow the contact or booking link yourself.
Where the records disagree, find out why. An old address needs a correction. A separate department may need its own phone number. A seasonal restriction needs dates. The goal is to explain the business accurately, including legitimate differences between locations and services.
At MiddleVerse, our product direction starts with verified business identity and structured information, supported by corroboration and connected to the actions a business can actually fulfill. Search visibility is one way to evaluate that work. Accuracy and usable customer handoffs deserve attention too.
Before buying another promise of AI exposure, ask someone unfamiliar with your business to plan a visit using only what they can find online. Every unanswered question is a useful place to begin.
Sources [1] Pew Research Center, July 22, 2025, Google users are less likely to click on links when an AI summary appears https://www.pewresearch.org/short-reads/2025/07/22/google-users-are-less-likely-to-click-on-links-when-an-ai-summary-appears-in-the-results/
[2] Google Search Central, AI features and your website https://developers.google.com/search/docs/appearance/ai-features
[3] M+C Saatchi Performance, Generative Engine Optimization Data Trends and Tactics https://www.mcsaatchiperformance.com/news/generative-engine-optimization-data-trends-and-tactics/