Local discovery is splitting into two surfaces: the classic ten blue links plus map pack, and conversational AI — AI Overviews in Search, assistants like ChatGPT and Gemini, voice answers — that recommend a business instead of listing ten.
The honest position: this surface is young, measurement is immature, and much of the advice circulating about “AI SEO” is speculation dressed as strategy. What we can do is track what’s verifiable — which sources AI answers cite for local queries, how structured data and unambiguous business information feed machine readability, and how the classic fundamentals (accurate GBP, consistent NAP, real reviews) remain the substrate AI systems draw on.
This cluster opens per the 90-day calendar with a grounded guide to AI-driven local discovery: what changed, what’s measurable, and what a small business should actually do this quarter. The illustration above is what this cluster is about — new paths to the same storefronts.
Pair it with: how local rankings work for the classic surface, and the GBP guide for the data layer both surfaces read from.