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For years, SEO audits were the domain of expensive tools and consultants who charged by the hour. You would export a crawl, run it through a desktop app, and then spend an afternoon trying to make sense of the results. It worked, but it was slow, clunky, and often too technical for anyone who wasn't a full-time SEO specialist. That is changing now, and the shift is being driven by something unexpected: the way AI answer engines consume and evaluate web content. When Google