A homeowner in Tigard picks up her phone and asks Google, "How much does a small bathroom remodel cost, and who around here does it?" She doesn't get ten blue links. She gets one written answer, and the only question that matters for your business is whether your name is in it.
That's how Google's AI Mode handles local questions now. A local SEO breakdown published on October 27, 2026 explains what goes on behind that answer. If you're a contractor or run a repair shop, it's worth five minutes of your time.
What happened
In a new article from Numero Uno Web, Adrian Newman walks through how AI Mode answers a complicated local question. Google doesn't return a list. It runs a batch of smaller searches in the background, reads the results and writes one answer that covers three things: what the job involves, what drives the cost and a few businesses that look like a good fit. The searcher may never see a results page with links at all.
Google calls this query fan-out. Its Search Help pages and its official guide to generative AI features describe AI Mode splitting your question into subtopics and searching for each one. So "bathroom remodel cost near me" might turn into separate searches about tile versus fiberglass, moving plumbing, permits, timelines and local remodelers. The final answer gets built from the pages that answer each of those pieces best.
The article also points out that Google said back in 2025 that early AI Mode users asked questions two to three times longer than normal searches. And longer questions get answered by more specific pages.



