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AI visibility work depends on matching the right model, search surface, or answer format to the business outcome being optimized.
The 2026 Local Ranking factors report is finally here. 40 seven of the world's best local search experts have completed a grueling two hour survey answering questions, scoring 187 factors across four different areas, including AI search. I spent the last few weeks analyzing the data to bruise the SEO industry's number one resource for winning in local SEO in 2026.
There are guaranteed to be some new insights in here that are going to completely change the way you do local SEO.
This report gives you a detailed prioritize list of the factors that will have the greatest impact on your SEO and AI search visibility. Okay, let's get into it.
AI visibility work depends on matching the right model, search surface, or answer format to the business outcome being optimized.
Map each AI/search surface to a task: answer extraction, public copy, citation mining, checkout readiness, media generation, or customer-intent capture.
This source is connected to AI visibility and answer readiness.
40 seven of the world's best local search experts have completed a grueling two hour survey answering questions, scoring 187 factors across four different areas, including AI search.