An interactive breakdown of what actually moves local pack, local organic, and AI search visibility - click through GBP signals, reviews, on-page, links, citations, and more to see how much weight each one carries.
Hover or click on any factor in the lists below, or choose one from the dropdown, and this panel will show a short explanation of how it affects local rankings and AI visibility.
Priorities shift by context
GBP signals carry 32% of the weight in the local pack, but only 7% in local organic results. Optimising for one without the other leaves visibility on the table.
AI search weights things differently again
Citation and review signals matter more to AI Overviews and chat-based search than they do to classic local organic rankings - a separate strategy is starting to matter.
Sourced from real industry data
Factor weightings are based on Whitespark's local ranking factor survey, not guesswork - the same data local SEO practitioners already reference.
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