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Understand AI search. Build content worth citing.

Research-backed guides and practical tools for marketers.

Start with the fundamentals

Build a practical foundation for making your content easier to discover, understand, and cite.

Browse all guides
  1. 01

    GEO, SEO, and AEO: start with the reader

    Separate three overlapping labels and turn an AI-search goal into a concrete editorial task.

  2. 02

    From discovery to citation: inspect each stage

    Use a diagnostic sequence without pretending that every answer product follows the same pipeline.

  3. 03

    Build content a reader can verify

    Connect each important claim to a source, method, scope, and limitation.

A practical path into GEO

Three stages to build knowledge, check your understanding, and make a more considered next move.

  1. 01

    Learn

    Build a foundation in AI search, discovery, evidence, and the limits of what we can observe.

    Explore the learning path
  2. 02

    Check

    Test your understanding and inspect observable structure in your own content.

    Try the free tools
  3. 03

    Improve

    Turn what you learn into a focused editorial review, then record what changes and what remains unknown.

    See the practical guides

Free tools

Small checks. Clearer next steps.

Start with what you know and what you can observe. Two practical tools, no registration required.

Explore all tools
  • GEO Knowledge Assessment

    18 scenario questions to check your understanding across six dimensions. Get explanations and a next learning step.

    Knowledge assessment, not a website audit.

  • Content Structure Checker

    Check headings, paragraph length, lists, and Markdown source links in English text. Analysis stays in your browser.

    Observable structure, not a GEO score or fact check.

Selected research

Read the evidence. Know its limits.

Research interpretations and platform guidance, with sources, methods, and unknowns kept in view.

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  1. What the original GEO study can—and cannot—tell you

    Read an experimental framework as research, not a guaranteed recipe for current products.

    Evidence: Published experimental research, interpreted by GEO Primer. This note is not a replication, independent benchmark, or platform documentation.

  2. Read Google’s AI guidance without inventing requirements

    Distinguish documented eligibility from editorial recommendations and guaranteed inclusion.

    Evidence: Platform documentation, interpreted by GEO Primer. This is not an independent experiment or an account of other providers’ requirements.

  3. Citation telemetry is not a ranking or revenue report

    Understand the boundaries of aggregated platform data before combining it with manual observations.

    Evidence: Platform announcement and metric definitions, interpreted by GEO Primer. No independent customer dataset or measured performance claim is presented here.

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