Technical fixes (schema, meta descriptions, structure, bot access) can influence AI citations within weeks, because AI retrieval is more dynamic than traditional ranking. Building topical authority for competitive question spaces takes months, similar to traditional SEO.
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How fast can I see GEO results?
