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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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Coming soon
What AI Search platforms are worth tracking visibility in?
A data-driven look at which AI surfaces deserve monitoring and how to prioritize platforms for visibility tracking.
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Coming soon
How content creation workflow and content optimization workflow differs for AI Search experiences vs Traditional Search
How briefing, creation, QA, and measurement diverge when you optimize for AI citations versus classic SERPs.
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Coming soon
How to research and find prompts to track in AI Search engines
Practical steps to discover, cluster, and prioritize prompts your buyers use in AI search—aligned with prompt research.
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