Guides

Long-form SEO & AI search guides

Research-backed explainers on how search and AI search affect teams, metrics, and strategy. Written for practitioners and leadership—not generic marketing gloss.

Updated March 2025

How AI search differs from traditional search

How AI search changes the game for users, SEOs, content teams, and leadership—visibility, metrics, and strategy by stakeholder.

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AI Search Optimization Framework

A methodology for SEO teams: visibility and narrative control in AI search answers—prompts, topics, funnel stages, a 2×2 model, and playbooks.

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