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Generative Engine Optimization

Be the source a model reaches for, in the moment it answers.

What generative engine optimization means

Generative engine optimization prepares content for retrieval-augmented systems. It focuses on passage-level clarity, consistent entity naming, citable statistics with sources, and machine-readable summaries so a model can quote you accurately rather than paraphrase a competitor.

You probably came here because of one of these.

  • Models paraphrase your material inaccurately, or attribute it elsewhere

  • Your statistics travel without your name attached

  • Long pages are retrieved for the wrong passage entirely

What you actually receive

Passage-level content refactoring
llms.txt and machine-readable summaries
Statistic sourcing and citation hygiene
Retrieval testing across models

How it runs, and when things land

  1. Weeks 1–2

    Audit

    Passage-level audit and a statistic inventory showing what is sourced and what is not.

  2. Weeks 3–6

    Build

    Content refactored into self-contained passages; llms.txt and summaries generated.

  3. Weeks 7–12

    Ship

    Retrieval testing across models, with gaps fed back into the content plan.

  4. Month 4+

    Compound

    Quarterly statistic re-verification so nothing published goes stale unnoticed.

Who this is wrong for

Teams unwilling to source their claims. The whole method depends on statistics that carry a named source and a date, and unsourced content will not be quoted preferentially.

If that describes you, say so on the first call. We would rather lose the work than take it on and underdeliver.

Frequently asked questions

  • GEO prepares content for retrieval-augmented systems. It focuses on passage-level clarity, consistent entity naming, statistics that carry their source, and machine-readable summaries so a model can quote you accurately rather than paraphrase a competitor.

Find out what AI says about you right now.

We run your real buyer prompts through four assistants and send you the transcript, with your position and your competitors’. No charge, no call required to receive it.

Typical turnaround: 3 working days.