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I have been running SEO audits for over a decade. In that time I have watched the tools change more than the fundamentals. Crawlers got faster, reports got prettier, and the cost of a decent audit climbed steadily. But the biggest shift I have seen in the last two years is how answer engines treat site structure. They do not just scan your pages anymore. They judge whether your content is worth surfacing in a direct answer box, a voice assistant response, or a featured snipp