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Ahrefs and Semrush pull keyword data from fundamentally different pipelines — different crawlers, different clickstream providers, different difficulty algorithms.
Google Search Console, a crawler, a keyword database, and a spreadsheet form the mechanical skeleton of every solo SEO tool stack that actually produces results. The common mistake people make when assembling this stack isn't picking the wrong individual tools.
Three keyword research subscriptions running simultaneously is the median for mid-size SEO teams, and almost nobody can articulate why they need all three.