AI Search
What AI Answers Reward in Local Businesses
How do you get recommended by AI? This is my interpretation of our August 2026 study across 216 US markets, not a measured causal factor. The survivors carried far more reviews at identical ratings, and that pattern points somewhere useful.
AI Search
Google AI Overviews Lean on the Local Pack
Do AI Overviews affect local SEO? In our August 2026 study across 216 US markets, 87.6% of the businesses AI Overviews named were already in that page's local pack, and the pack was by far the most stable local surface we measured.
AI Search
The Websites ChatGPT Reads Before Recommending Anyone
What sources does ChatGPT use for local recommendations? Our August 2026 study across 216 US markets logged them. Psychology Today appeared in 100% of therapist markets and Zillow in 94.4% of real estate markets. Here is the reading list by industry.
AI Search
In City Businesses Dominate ChatGPT Local Results
What made a business more likely to be shown in ChatGPT local answers? In our August 2026 study across 216 US markets, an in-city address was associated with far higher odds of being shown, ahead of reviews, ratings, and everything else we measured.
AI Search
The Yelp Logo Tell Inside ChatGPT Local Results
Where does ChatGPT get business ratings? In our August 2026 study across 216 US markets, 17.4% of resolved recommendation cards carried Yelp ratings and the rest ran on Google. The visual tells predicted the source with near-perfect accuracy.
AI Search
Retrieval Churn Drives Who ChatGPT Recommends
How does ChatGPT choose local businesses? Our August 2026 study across 216 US markets traced each answer back through its sources. The pages ChatGPT reads churn hardest, and that churn flows through to who gets recommended.
AI Search
ChatGPT Rebuilds Its Local Recommendations Within a Week
Does ChatGPT change its recommendations? We measured it across 216 US markets in August 2026. About half the businesses it recommended were gone within a week, and the number one pick held in only about a third of markets.
AI Search
How to get recommended by ChatGPT: a plain guide for local businesses
Learn exactly how ChatGPT decides which businesses to recommend, the 6 things to do this quarter, and why local businesses have a real structural advantage.
AI Search
Schema markup explained: how structured data feeds Google and AI
A plain-language guide to schema markup for AI search: what it is, the types that matter for service businesses, and how to add and validate it.
AI Search
Will AI search replace Google? What it means for local businesses
AI search is changing the answer format, not killing Google. Here is what stays the same, what changes, and what local owners should do now.
AI Search
See which local businesses AI recommends, and make sure yours is one. How AI is changing local search.
AI search now names one local business per answer. Learn how Google AI Overviews, ChatGPT, Perplexity, and Gemini treat local queries and what to do this week.
AI Search
Be the answer AI gives, not just a blue link. What is AI search optimization.
AI search optimization is how you get cited by ChatGPT, Gemini, Perplexity, and Google AI Overviews. Plain-English definition, mechanics, and six Monday-morning tactics.