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.
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.
Read guide →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.
Read guide →Why AI Search Engines Can’t See Your Website, and How to Fix It
The technical access layer behind AI search visibility: why crawlers like GPTBot and ClaudeBot can’t reach or read your site, what it costs, and how to audit and fix it. A 6-part guide for leaders and practitioners.
Start the series →How AI Search Generates an Answer
The machine behind every AI answer: how an engine decides to answer from memory or retrieve the live web, and the five-step pipeline — interpret, retrieve, rank, synthesize, attribute — that turns pages into a sourced answer.
Start the series →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.
Available soon